Application_train Profiling Report (ML-focused)

Dataset statistics

Number of variables	122
Number of observations	50000
Missing cells	1486079
Missing cells (%)	24.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	81.5 MiB
Average record size in memory	1.7 KiB

Variable types

Numeric	70
Categorical	48
Boolean	3
Text	1

Alerts

`FLAG_MOBIL` has constant value "1"	Constant
`AMT_ANNUITY` is highly overall correlated with `AMT_CREDIT` and 1 other fields	High correlation
`AMT_CREDIT` is highly overall correlated with `AMT_ANNUITY` and 1 other fields	High correlation
`AMT_GOODS_PRICE` is highly overall correlated with `AMT_ANNUITY` and 1 other fields	High correlation
`AMT_INCOME_TOTAL` is highly overall correlated with `FONDKAPREMONT_MODE`	High correlation
`AMT_REQ_CREDIT_BUREAU_DAY` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`AMT_REQ_CREDIT_BUREAU_HOUR` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`AMT_REQ_CREDIT_BUREAU_MON` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`AMT_REQ_CREDIT_BUREAU_QRT` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`AMT_REQ_CREDIT_BUREAU_WEEK` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`AMT_REQ_CREDIT_BUREAU_YEAR` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`APARTMENTS_AVG` is highly overall correlated with `APARTMENTS_MEDI` and 23 other fields	High correlation
`APARTMENTS_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`APARTMENTS_MODE` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`BASEMENTAREA_AVG` is highly overall correlated with `APARTMENTS_AVG` and 14 other fields	High correlation
`BASEMENTAREA_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 14 other fields	High correlation
`BASEMENTAREA_MODE` is highly overall correlated with `APARTMENTS_AVG` and 14 other fields	High correlation
`CNT_CHILDREN` is highly overall correlated with `CNT_FAM_MEMBERS`	High correlation
`CNT_FAM_MEMBERS` is highly overall correlated with `CNT_CHILDREN`	High correlation
`CODE_GENDER` is highly overall correlated with `OCCUPATION_TYPE`	High correlation
`COMMONAREA_AVG` is highly overall correlated with `APARTMENTS_AVG` and 11 other fields	High correlation
`COMMONAREA_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 11 other fields	High correlation
`COMMONAREA_MODE` is highly overall correlated with `APARTMENTS_AVG` and 11 other fields	High correlation
`DAYS_BIRTH` is highly overall correlated with `EXT_SOURCE_1` and 1 other fields	High correlation
`DAYS_EMPLOYED` is highly overall correlated with `FLAG_DOCUMENT_6` and 3 other fields	High correlation
`DEF_30_CNT_SOCIAL_CIRCLE` is highly overall correlated with `DEF_60_CNT_SOCIAL_CIRCLE`	High correlation
`DEF_60_CNT_SOCIAL_CIRCLE` is highly overall correlated with `DEF_30_CNT_SOCIAL_CIRCLE`	High correlation
`ELEVATORS_AVG` is highly overall correlated with `APARTMENTS_AVG` and 17 other fields	High correlation
`ELEVATORS_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 17 other fields	High correlation
`ELEVATORS_MODE` is highly overall correlated with `APARTMENTS_AVG` and 17 other fields	High correlation
`ENTRANCES_AVG` is highly overall correlated with `APARTMENTS_AVG` and 14 other fields	High correlation
`ENTRANCES_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 14 other fields	High correlation
`ENTRANCES_MODE` is highly overall correlated with `APARTMENTS_AVG` and 12 other fields	High correlation
`EXT_SOURCE_1` is highly overall correlated with `DAYS_BIRTH`	High correlation
`EXT_SOURCE_3` is highly overall correlated with `FLAG_DOCUMENT_2`	High correlation
`FLAG_DOCUMENT_2` is highly overall correlated with `AMT_REQ_CREDIT_BUREAU_DAY` and 6 other fields	High correlation
`FLAG_DOCUMENT_6` is highly overall correlated with `DAYS_EMPLOYED` and 2 other fields	High correlation
`FLAG_EMP_PHONE` is highly overall correlated with `DAYS_BIRTH` and 3 other fields	High correlation
`FLAG_OWN_CAR` is highly overall correlated with `OWN_CAR_AGE`	High correlation
`FLOORSMAX_AVG` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`FLOORSMAX_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`FLOORSMAX_MODE` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`FLOORSMIN_AVG` is highly overall correlated with `ELEVATORS_AVG` and 9 other fields	High correlation
`FLOORSMIN_MEDI` is highly overall correlated with `ELEVATORS_AVG` and 9 other fields	High correlation
`FLOORSMIN_MODE` is highly overall correlated with `ELEVATORS_AVG` and 7 other fields	High correlation
`FONDKAPREMONT_MODE` is highly overall correlated with `AMT_INCOME_TOTAL`	High correlation
`LANDAREA_AVG` is highly overall correlated with `LANDAREA_MEDI` and 1 other fields	High correlation
`LANDAREA_MEDI` is highly overall correlated with `LANDAREA_AVG` and 1 other fields	High correlation
`LANDAREA_MODE` is highly overall correlated with `LANDAREA_AVG` and 1 other fields	High correlation
`LIVE_CITY_NOT_WORK_CITY` is highly overall correlated with `REG_CITY_NOT_WORK_CITY`	High correlation
`LIVE_REGION_NOT_WORK_REGION` is highly overall correlated with `REG_REGION_NOT_WORK_REGION`	High correlation
`LIVINGAPARTMENTS_AVG` is highly overall correlated with `APARTMENTS_AVG` and 22 other fields	High correlation
`LIVINGAPARTMENTS_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 22 other fields	High correlation
`LIVINGAPARTMENTS_MODE` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`LIVINGAREA_AVG` is highly overall correlated with `APARTMENTS_AVG` and 25 other fields	High correlation
`LIVINGAREA_MEDI` is highly overall correlated with `APARTMENTS_AVG` and 25 other fields	High correlation
`LIVINGAREA_MODE` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`NAME_INCOME_TYPE` is highly overall correlated with `DAYS_EMPLOYED` and 2 other fields	High correlation
`NONLIVINGAPARTMENTS_AVG` is highly overall correlated with `NONLIVINGAPARTMENTS_MEDI` and 4 other fields	High correlation
`NONLIVINGAPARTMENTS_MEDI` is highly overall correlated with `NONLIVINGAPARTMENTS_AVG` and 4 other fields	High correlation
`NONLIVINGAPARTMENTS_MODE` is highly overall correlated with `NONLIVINGAPARTMENTS_AVG` and 4 other fields	High correlation
`NONLIVINGAREA_AVG` is highly overall correlated with `NONLIVINGAPARTMENTS_AVG` and 4 other fields	High correlation
`NONLIVINGAREA_MEDI` is highly overall correlated with `NONLIVINGAPARTMENTS_AVG` and 4 other fields	High correlation
`NONLIVINGAREA_MODE` is highly overall correlated with `NONLIVINGAPARTMENTS_AVG` and 4 other fields	High correlation
`OBS_30_CNT_SOCIAL_CIRCLE` is highly overall correlated with `OBS_60_CNT_SOCIAL_CIRCLE`	High correlation
`OBS_60_CNT_SOCIAL_CIRCLE` is highly overall correlated with `OBS_30_CNT_SOCIAL_CIRCLE`	High correlation
`OCCUPATION_TYPE` is highly overall correlated with `CODE_GENDER` and 1 other fields	High correlation
`OWN_CAR_AGE` is highly overall correlated with `FLAG_OWN_CAR`	High correlation
`REGION_POPULATION_RELATIVE` is highly overall correlated with `REGION_RATING_CLIENT` and 1 other fields	High correlation
`REGION_RATING_CLIENT` is highly overall correlated with `REGION_POPULATION_RELATIVE` and 1 other fields	High correlation
`REGION_RATING_CLIENT_W_CITY` is highly overall correlated with `REGION_POPULATION_RELATIVE` and 1 other fields	High correlation
`REG_CITY_NOT_WORK_CITY` is highly overall correlated with `LIVE_CITY_NOT_WORK_CITY`	High correlation
`REG_REGION_NOT_WORK_REGION` is highly overall correlated with `LIVE_REGION_NOT_WORK_REGION`	High correlation
`TOTALAREA_MODE` is highly overall correlated with `APARTMENTS_AVG` and 23 other fields	High correlation
`YEARS_BEGINEXPLUATATION_AVG` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`YEARS_BEGINEXPLUATATION_MEDI` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`YEARS_BEGINEXPLUATATION_MODE` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`YEARS_BUILD_AVG` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`YEARS_BUILD_MEDI` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`YEARS_BUILD_MODE` is highly overall correlated with `FLOORSMAX_AVG` and 7 other fields	High correlation
`TARGET` is highly imbalanced (59.6%)	Imbalance
`NAME_CONTRACT_TYPE` is highly imbalanced (55.4%)	Imbalance
`NAME_TYPE_SUITE` is highly imbalanced (66.4%)	Imbalance
`NAME_EDUCATION_TYPE` is highly imbalanced (53.1%)	Imbalance
`NAME_HOUSING_TYPE` is highly imbalanced (71.9%)	Imbalance
`FLAG_CONT_MOBILE` is highly imbalanced (98.0%)	Imbalance
`FLAG_EMAIL` is highly imbalanced (68.7%)	Imbalance
`REG_REGION_NOT_LIVE_REGION` is highly imbalanced (88.7%)	Imbalance
`REG_REGION_NOT_WORK_REGION` is highly imbalanced (71.2%)	Imbalance
`LIVE_REGION_NOT_WORK_REGION` is highly imbalanced (75.6%)	Imbalance
`REG_CITY_NOT_LIVE_CITY` is highly imbalanced (60.8%)	Imbalance
`HOUSETYPE_MODE` is highly imbalanced (90.3%)	Imbalance
`EMERGENCYSTATE_MODE` is highly imbalanced (89.5%)	Imbalance
`FLAG_DOCUMENT_2` is highly imbalanced (99.9%)	Imbalance
`FLAG_DOCUMENT_4` is highly imbalanced (99.8%)	Imbalance
`FLAG_DOCUMENT_5` is highly imbalanced (88.8%)	Imbalance
`FLAG_DOCUMENT_6` is highly imbalanced (56.8%)	Imbalance
`FLAG_DOCUMENT_7` is highly imbalanced (99.8%)	Imbalance
`FLAG_DOCUMENT_8` is highly imbalanced (59.0%)	Imbalance
`FLAG_DOCUMENT_9` is highly imbalanced (96.3%)	Imbalance
`FLAG_DOCUMENT_10` is highly imbalanced (99.9%)	Imbalance
`FLAG_DOCUMENT_11` is highly imbalanced (96.3%)	Imbalance
`FLAG_DOCUMENT_12` is highly imbalanced (> 99.9%)	Imbalance
`FLAG_DOCUMENT_13` is highly imbalanced (96.6%)	Imbalance
`FLAG_DOCUMENT_14` is highly imbalanced (97.1%)	Imbalance
`FLAG_DOCUMENT_15` is highly imbalanced (98.5%)	Imbalance
`FLAG_DOCUMENT_16` is highly imbalanced (91.9%)	Imbalance
`FLAG_DOCUMENT_17` is highly imbalanced (99.5%)	Imbalance
`FLAG_DOCUMENT_18` is highly imbalanced (93.3%)	Imbalance
`FLAG_DOCUMENT_19` is highly imbalanced (99.2%)	Imbalance
`FLAG_DOCUMENT_20` is highly imbalanced (99.3%)	Imbalance
`FLAG_DOCUMENT_21` is highly imbalanced (99.5%)	Imbalance
`AMT_REQ_CREDIT_BUREAU_HOUR` is highly imbalanced (97.6%)	Imbalance
`OWN_CAR_AGE` has 33132 (66.3%) missing values	Missing
`OCCUPATION_TYPE` has 15701 (31.4%) missing values	Missing
`EXT_SOURCE_1` has 28392 (56.8%) missing values	Missing
`EXT_SOURCE_3` has 9904 (19.8%) missing values	Missing
`APARTMENTS_AVG` has 25299 (50.6%) missing values	Missing
`BASEMENTAREA_AVG` has 29226 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_AVG` has 24370 (48.7%) missing values	Missing
`YEARS_BUILD_AVG` has 33161 (66.3%) missing values	Missing
`COMMONAREA_AVG` has 34890 (69.8%) missing values	Missing
`ELEVATORS_AVG` has 26607 (53.2%) missing values	Missing
`ENTRANCES_AVG` has 25157 (50.3%) missing values	Missing
`FLOORSMAX_AVG` has 24840 (49.7%) missing values	Missing
`FLOORSMIN_AVG` has 33864 (67.7%) missing values	Missing
`LANDAREA_AVG` has 29637 (59.3%) missing values	Missing
`LIVINGAPARTMENTS_AVG` has 34114 (68.2%) missing values	Missing
`LIVINGAREA_AVG` has 25041 (50.1%) missing values	Missing
`NONLIVINGAPARTMENTS_AVG` has 34631 (69.3%) missing values	Missing
`NONLIVINGAREA_AVG` has 27437 (54.9%) missing values	Missing
`APARTMENTS_MODE` has 25299 (50.6%) missing values	Missing
`BASEMENTAREA_MODE` has 29226 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MODE` has 24370 (48.7%) missing values	Missing
`YEARS_BUILD_MODE` has 33161 (66.3%) missing values	Missing
`COMMONAREA_MODE` has 34890 (69.8%) missing values	Missing
`ELEVATORS_MODE` has 26607 (53.2%) missing values	Missing
`ENTRANCES_MODE` has 25157 (50.3%) missing values	Missing
`FLOORSMAX_MODE` has 24840 (49.7%) missing values	Missing
`FLOORSMIN_MODE` has 33864 (67.7%) missing values	Missing
`LANDAREA_MODE` has 29637 (59.3%) missing values	Missing
`LIVINGAPARTMENTS_MODE` has 34114 (68.2%) missing values	Missing
`LIVINGAREA_MODE` has 25041 (50.1%) missing values	Missing
`NONLIVINGAPARTMENTS_MODE` has 34631 (69.3%) missing values	Missing
`NONLIVINGAREA_MODE` has 27437 (54.9%) missing values	Missing
`APARTMENTS_MEDI` has 25299 (50.6%) missing values	Missing
`BASEMENTAREA_MEDI` has 29226 (58.5%) missing values	Missing
`YEARS_BEGINEXPLUATATION_MEDI` has 24370 (48.7%) missing values	Missing
`YEARS_BUILD_MEDI` has 33161 (66.3%) missing values	Missing
`COMMONAREA_MEDI` has 34890 (69.8%) missing values	Missing
`ELEVATORS_MEDI` has 26607 (53.2%) missing values	Missing
`ENTRANCES_MEDI` has 25157 (50.3%) missing values	Missing
`FLOORSMAX_MEDI` has 24840 (49.7%) missing values	Missing
`FLOORSMIN_MEDI` has 33864 (67.7%) missing values	Missing
`LANDAREA_MEDI` has 29637 (59.3%) missing values	Missing
`LIVINGAPARTMENTS_MEDI` has 34114 (68.2%) missing values	Missing
`LIVINGAREA_MEDI` has 25041 (50.1%) missing values	Missing
`NONLIVINGAPARTMENTS_MEDI` has 34631 (69.3%) missing values	Missing
`NONLIVINGAREA_MEDI` has 27437 (54.9%) missing values	Missing
`FONDKAPREMONT_MODE` has 34143 (68.3%) missing values	Missing
`HOUSETYPE_MODE` has 25045 (50.1%) missing values	Missing
`TOTALAREA_MODE` has 24122 (48.2%) missing values	Missing
`WALLSMATERIAL_MODE` has 25366 (50.7%) missing values	Missing
`EMERGENCYSTATE_MODE` has 23670 (47.3%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_HOUR` has 6796 (13.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_DAY` has 6796 (13.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_WEEK` has 6796 (13.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_MON` has 6796 (13.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_QRT` has 6796 (13.6%) missing values	Missing
`AMT_REQ_CREDIT_BUREAU_YEAR` has 6796 (13.6%) missing values	Missing
`AMT_INCOME_TOTAL` is highly skewed (γ1 = 206.4681066)	Skewed
`AMT_REQ_CREDIT_BUREAU_DAY` is highly skewed (γ1 = 26.6324211)	Skewed
`SK_ID_CURR` has unique values	Unique
`CNT_CHILDREN` has 35052 (70.1%) zeros	Zeros
`BASEMENTAREA_AVG` has 2403 (4.8%) zeros	Zeros
`COMMONAREA_AVG` has 1417 (2.8%) zeros	Zeros
`ELEVATORS_AVG` has 14020 (28.0%) zeros	Zeros
`LANDAREA_AVG` has 2543 (5.1%) zeros	Zeros
`NONLIVINGAPARTMENTS_AVG` has 8919 (17.8%) zeros	Zeros
`NONLIVINGAREA_AVG` has 9574 (19.1%) zeros	Zeros
`BASEMENTAREA_MODE` has 2704 (5.4%) zeros	Zeros
`COMMONAREA_MODE` has 1614 (3.2%) zeros	Zeros
`ELEVATORS_MODE` has 14631 (29.3%) zeros	Zeros
`FLOORSMAX_MODE` has 563 (1.1%) zeros	Zeros
`LANDAREA_MODE` has 2849 (5.7%) zeros	Zeros
`NONLIVINGAPARTMENTS_MODE` has 9646 (19.3%) zeros	Zeros
`NONLIVINGAREA_MODE` has 10925 (21.9%) zeros	Zeros
`BASEMENTAREA_MEDI` has 2438 (4.9%) zeros	Zeros
`COMMONAREA_MEDI` has 1446 (2.9%) zeros	Zeros
`ELEVATORS_MEDI` has 14231 (28.5%) zeros	Zeros
`FLOORSMAX_MEDI` has 501 (1.0%) zeros	Zeros
`LANDAREA_MEDI` has 2598 (5.2%) zeros	Zeros
`NONLIVINGAPARTMENTS_MEDI` has 9153 (18.3%) zeros	Zeros
`NONLIVINGAREA_MEDI` has 9933 (19.9%) zeros	Zeros
`OBS_30_CNT_SOCIAL_CIRCLE` has 26782 (53.6%) zeros	Zeros
`DEF_30_CNT_SOCIAL_CIRCLE` has 44029 (88.1%) zeros	Zeros
`OBS_60_CNT_SOCIAL_CIRCLE` has 26899 (53.8%) zeros	Zeros
`DEF_60_CNT_SOCIAL_CIRCLE` has 45566 (91.1%) zeros	Zeros
`DAYS_LAST_PHONE_CHANGE` has 6134 (12.3%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_DAY` has 42934 (85.9%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_WEEK` has 41773 (83.5%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_MON` has 36131 (72.3%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_QRT` has 35085 (70.2%) zeros	Zeros
`AMT_REQ_CREDIT_BUREAU_YEAR` has 11677 (23.4%) zeros	Zeros

Reproduction

Analysis started	2024-09-01 10:13:49.883807
Analysis finished	2024-09-01 10:14:17.600423
Duration	27.72 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

SK_ID_CURR
Real number (ℝ)

UNIQUE

Distinct	50000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	277922.79

Minimum	100002
Maximum	456247
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	100002
5-th percentile	118305.85
Q1	189456.5
median	278094
Q3	366733.75
95-th percentile	438218.35
Maximum	456247
Range	356245
Interquartile range (IQR)	177277.25

Descriptive statistics

Standard deviation	102627.58
Coefficient of variation (CV)	0.36926649
Kurtosis	-1.1939641
Mean	277922.79
Median Absolute Deviation (MAD)	88639
Skewness	0.0031814113
Sum	1.389614 × 10¹⁰
Variance	1.0532419 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
384575	1	< 0.1%
342815	1	< 0.1%
272802	1	< 0.1%
156618	1	< 0.1%
409564	1	< 0.1%
262168	1	< 0.1%
152118	1	< 0.1%
334079	1	< 0.1%
343817	1	< 0.1%
447074	1	< 0.1%
Other values (49990)	49990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100002	1	< 0.1%
100004	1	< 0.1%
100020	1	< 0.1%
100026	1	< 0.1%
100029	1	< 0.1%
100031	1	< 0.1%
100035	1	< 0.1%
100048	1	< 0.1%
100056	1	< 0.1%
100061	1	< 0.1%

Value	Count	Frequency (%)
456247	1	< 0.1%
456246	1	< 0.1%
456238	1	< 0.1%
456228	1	< 0.1%
456213	1	< 0.1%
456193	1	< 0.1%
456188	1	< 0.1%
456187	1	< 0.1%
456184	1	< 0.1%
456152	1	< 0.1%

TARGET
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	45977
1	4023

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	45977	92.0%
1	4023	8.0%

Length

Histogram of lengths of the category

Common Values (Plot)

NAME_CONTRACT_TYPE
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Cash loans	45356
Revolving loans	4644

Overview
Categories

Length

Max length	15
Median length	10
Mean length	10.4644
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cash loans
2nd row	Cash loans
3rd row	Cash loans
4th row	Cash loans
5th row	Cash loans

Common Values

Value	Count	Frequency (%)
Cash loans	45356	90.7%
Revolving loans	4644	9.3%

Length

Histogram of lengths of the category

Common Values (Plot)

CODE_GENDER
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

F	33049
M	16950
XNA	1

Overview
Categories

Length

Max length	3
Median length	1
Mean length	1.00004
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	M
2nd row	F
3rd row	F
4th row	F
5th row	M

Common Values

Value	Count	Frequency (%)
F	33049	66.1%
M	16950	33.9%
XNA	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_OWN_CAR
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	439.5 KiB

False	33131
True	16869

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	33131	66.3%
True	16869	33.7%

FLAG_OWN_REALTY
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	439.5 KiB

True	34548
False	15452

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	34548	69.1%
False	15452	30.9%

CNT_CHILDREN
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.41786

Minimum	0
Maximum	12
Zeros	35052
Zeros (%)	70.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.72703755
Coefficient of variation (CV)	1.739907
Kurtosis	5.8859229
Mean	0.41786
Median Absolute Deviation (MAD)	0
Skewness	1.9509105
Sum	20893
Variance	0.52858359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	35052	70.1%
1	9921	19.8%
2	4263	8.5%
3	656	1.3%
4	85	0.2%
5	16	< 0.1%
7	2	< 0.1%
12	2	< 0.1%
6	2	< 0.1%
8	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35052	70.1%
1	9921	19.8%
2	4263	8.5%
3	656	1.3%
4	85	0.2%
5	16	< 0.1%
6	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
12	2	< 0.1%
8	1	< 0.1%
7	2	< 0.1%
6	2	< 0.1%
5	16	< 0.1%
4	85	0.2%
3	656	1.3%
2	4263	8.5%
1	9921	19.8%
0	35052	70.1%

AMT_INCOME_TOTAL
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	759
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	170259.15

Minimum	26100
Maximum	1.17 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	26100
5-th percentile	67500
Q1	112500
median	147523.5
Q3	202500
95-th percentile	337500
Maximum	1.17 × 10⁸
Range	1.169739 × 10⁸
Interquartile range (IQR)	90000

Descriptive statistics

Standard deviation	537220.26
Coefficient of variation (CV)	3.1553091
Kurtosis	44761.236
Mean	170259.15
Median Absolute Deviation (MAD)	44023.5
Skewness	206.46811
Sum	8.5129576 × 10⁹
Variance	2.886056 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
135000	5827	11.7%
112500	5029	10.1%
157500	4362	8.7%
180000	3984	8.0%
90000	3642	7.3%
225000	3295	6.6%
202500	2698	5.4%
67500	1791	3.6%
270000	1790	3.6%
81000	1019	2.0%
Other values (749)	16563	33.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26100	1	< 0.1%
26550	1	< 0.1%
27000	14	< 0.1%
27585	1	< 0.1%
28350	3	< 0.1%
28800	1	< 0.1%
29133	1	< 0.1%
29250	1	< 0.1%
30150	1	< 0.1%
31500	35	0.1%

Value	Count	Frequency (%)
117000000	1	< 0.1%
18000090	1	< 0.1%
3375000	1	< 0.1%
2930026.5	1	< 0.1%
2250000	1	< 0.1%
2025000	2	< 0.1%
1800000	3	< 0.1%
1755000	1	< 0.1%
1575000	3	< 0.1%
1530000	1	< 0.1%

AMT_CREDIT
Real number (ℝ)

HIGH CORRELATION

Distinct	3361
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	597746.32

Minimum	45000
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	45000
5-th percentile	137538
Q1	270000
median	512338.5
Q3	808650
95-th percentile	1350000
Maximum	4050000
Range	4005000
Interquartile range (IQR)	538650

Descriptive statistics

Standard deviation	399917.32
Coefficient of variation (CV)	0.66904188
Kurtosis	2.0804677
Mean	597746.32
Median Absolute Deviation (MAD)	248652
Skewness	1.2535691
Sum	2.9887316 × 10¹⁰
Variance	1.5993386 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
450000	1645	3.3%
675000	1426	2.9%
225000	1274	2.5%
180000	1165	2.3%
270000	1160	2.3%
900000	1035	2.1%
545040	740	1.5%
254700	702	1.4%
808650	668	1.3%
135000	580	1.2%
Other values (3351)	39605	79.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45000	38	0.1%
47970	46	0.1%
49455	4	< 0.1%
49500	5	< 0.1%
49752	3	< 0.1%
50940	68	0.1%
52128	17	< 0.1%
52767	4	< 0.1%
53910	11	< 0.1%
54000	5	< 0.1%

Value	Count	Frequency (%)
4050000	2	< 0.1%
3600000	1	< 0.1%
3312162	1	< 0.1%
3299688	1	< 0.1%
3150000	2	< 0.1%
2961000	1	< 0.1%
2931660	1	< 0.1%
2700000	1	< 0.1%
2695500	10	< 0.1%
2606400	3	< 0.1%

AMT_ANNUITY
Real number (ℝ)

HIGH CORRELATION

Distinct	8819
Distinct (%)	17.6%
Missing	2
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	27113.516

Minimum	1980
Maximum	230161.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1980
5-th percentile	9000
Q1	16582.5
median	24939
Q3	34573.5
95-th percentile	53190.675
Maximum	230161.5
Range	228181.5
Interquartile range (IQR)	17991

Descriptive statistics

Standard deviation	14495.194
Coefficient of variation (CV)	0.53461139
Kurtosis	9.3133809
Mean	27113.516
Median Absolute Deviation (MAD)	8775
Skewness	1.6896975
Sum	1.3556216 × 10⁹
Variance	2.1011066 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
9000	1015	2.0%
13500	881	1.8%
6750	386	0.8%
10125	321	0.6%
37800	238	0.5%
12375	235	0.5%
26217	235	0.5%
20250	221	0.4%
31653	219	0.4%
11250	215	0.4%
Other values (8809)	46032	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1980	2	< 0.1%
2052	1	< 0.1%
2412	1	< 0.1%
2511	1	< 0.1%
2542.5	1	< 0.1%
2749.5	1	< 0.1%
2857.5	1	< 0.1%
2875.5	1	< 0.1%
2920.5	2	< 0.1%
2974.5	1	< 0.1%

Value	Count	Frequency (%)
230161.5	1	< 0.1%
225000	5	< 0.1%
220297.5	1	< 0.1%
213291	1	< 0.1%
177696	1	< 0.1%
173574	2	< 0.1%
170986.5	1	< 0.1%
154255.5	1	< 0.1%
150799.5	1	< 0.1%
150489	1	< 0.1%

AMT_GOODS_PRICE
Real number (ℝ)

HIGH CORRELATION

Distinct	526
Distinct (%)	1.1%
Missing	45
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	536832.84

Minimum	45000
Maximum	4050000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	45000
5-th percentile	135000
Q1	238500
median	450000
Q3	679500
95-th percentile	1305000
Maximum	4050000
Range	4005000
Interquartile range (IQR)	441000

Descriptive statistics

Standard deviation	366613.3
Coefficient of variation (CV)	0.68291892
Kurtosis	2.6160259
Mean	536832.84
Median Absolute Deviation (MAD)	225000
Skewness	1.3670136
Sum	2.6817484 × 10¹⁰
Variance	1.3440531 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
450000	4421	8.8%
675000	4044	8.1%
225000	4027	8.1%
900000	2534	5.1%
270000	1840	3.7%
180000	1605	3.2%
454500	1484	3.0%
1125000	1398	2.8%
135000	1317	2.6%
315000	831	1.7%
Other values (516)	26454	52.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45000	197	0.4%
49500	29	0.1%
54000	31	0.1%
58500	47	0.1%
63000	21	< 0.1%
67392	2	< 0.1%
67500	251	0.5%
72000	22	< 0.1%
76500	50	0.1%
81000	55	0.1%

Value	Count	Frequency (%)
4050000	2	< 0.1%
3600000	1	< 0.1%
3150000	4	< 0.1%
2961000	1	< 0.1%
2700000	2	< 0.1%
2547000	1	< 0.1%
2295000	1	< 0.1%
2254500	7	< 0.1%
2250000	116	0.2%
2223000	1	< 0.1%

NAME_TYPE_SUITE
Categorical

IMBALANCE

Distinct	7
Distinct (%)	< 0.1%
Missing	191
Missing (%)	0.4%
Memory size	3.3 MiB

Unaccompanied	40524
Family	6492
Spouse, partner	1791
Children	546
Other_B	291
Other values (2)	165

Overview
Categories

Length

Max length	15
Median length	13
Mean length	12.055914
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Unaccompanied
2nd row	Unaccompanied
3rd row	Unaccompanied
4th row	Unaccompanied
5th row	Unaccompanied

Common Values

Value	Count	Frequency (%)
Unaccompanied	40524	81.0%
Family	6492	13.0%
Spouse, partner	1791	3.6%
Children	546	1.1%
Other_B	291	0.6%
Other_A	127	0.3%
Group of people	38	0.1%
(Missing)	191	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

NAME_INCOME_TYPE
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Working	25844
Commercial associate	11645
Pensioner	8995
State servant	3508
Maternity leave	3
Other values (3)	5

Overview
Categories

Length

Max length	20
Median length	7
Mean length	10.80914
Min length	7

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Commercial associate
2nd row	Commercial associate
3rd row	Working
4th row	State servant
5th row	Working

Common Values

Value	Count	Frequency (%)
Working	25844	51.7%
Commercial associate	11645	23.3%
Pensioner	8995	18.0%
State servant	3508	7.0%
Maternity leave	3	< 0.1%
Student	2	< 0.1%
Unemployed	2	< 0.1%
Businessman	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

NAME_EDUCATION_TYPE
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

Secondary / secondary special	35648
Higher education	12041
Incomplete higher	1685
Lower secondary	597
Academic degree	29

Overview
Categories

Length

Max length	29
Median length	29
Mean length	25.28966
Min length	15

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Secondary / secondary special
2nd row	Higher education
3rd row	Secondary / secondary special
4th row	Secondary / secondary special
5th row	Secondary / secondary special

Common Values

Value	Count	Frequency (%)
Secondary / secondary special	35648	71.3%
Higher education	12041	24.1%
Incomplete higher	1685	3.4%
Lower secondary	597	1.2%
Academic degree	29	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

NAME_FAMILY_STATUS
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Married	31760
Single / not married	7499
Civil marriage	4797
Separated	3226
Widow	2717

Overview
Categories

Length

Max length	20
Median length	7
Mean length	9.64168
Min length	5

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Married
2nd row	Single / not married
3rd row	Married
4th row	Widow
5th row	Single / not married

Common Values

Value	Count	Frequency (%)
Married	31760	63.5%
Single / not married	7499	15.0%
Civil marriage	4797	9.6%
Separated	3226	6.5%
Widow	2717	5.4%
Unknown	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

NAME_HOUSING_TYPE
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.5 MiB

House / apartment	44293
With parents	2456
Municipal apartment	1859
Rented apartment	795
Office apartment	422

Overview
Categories

Length

Max length	19
Median length	17
Mean length	16.79742
Min length	12

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	House / apartment
2nd row	House / apartment
3rd row	House / apartment
4th row	House / apartment
5th row	House / apartment

Common Values

Value	Count	Frequency (%)
House / apartment	44293	88.6%
With parents	2456	4.9%
Municipal apartment	1859	3.7%
Rented apartment	795	1.6%
Office apartment	422	0.8%
Co-op apartment	175	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

REGION_POPULATION_RELATIVE
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.020894146

Minimum	0.00029
Maximum	0.072508
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.00029
5-th percentile	0.00496
Q1	0.010006
median	0.01885
Q3	0.028663
95-th percentile	0.04622
Maximum	0.072508
Range	0.072218
Interquartile range (IQR)	0.018657

Descriptive statistics

Standard deviation	0.013868723
Coefficient of variation (CV)	0.66376116
Kurtosis	3.3078851
Mean	0.020894146
Median Absolute Deviation (MAD)	0.008844
Skewness	1.5003819
Sum	1044.7073
Variance	0.00019234147
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.035792	2669	5.3%
0.04622	2124	4.2%
0.030755	2005	4.0%
0.026392	1928	3.9%
0.025164	1922	3.8%
0.028663	1858	3.7%
0.031329	1804	3.6%
0.019101	1437	2.9%
0.072508	1404	2.8%
0.020713	1283	2.6%
Other values (71)	31566	63.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.00029	1	< 0.1%
0.000533	10	< 0.1%
0.000938	5	< 0.1%
0.001276	80	0.2%
0.001333	33	0.1%
0.001417	68	0.1%
0.002042	275	0.5%
0.002134	163	0.3%
0.002506	166	0.3%
0.003069	304	0.6%

Value	Count	Frequency (%)
0.072508	1404	2.8%
0.04622	2124	4.2%
0.035792	2669	5.3%
0.032561	1063	2.1%
0.031329	1804	3.6%
0.030755	2005	4.0%
0.028663	1858	3.7%
0.026392	1928	3.9%
0.025164	1922	3.8%
0.02461	1069	2.1%

DAYS_BIRTH
Real number (ℝ)

HIGH CORRELATION

Distinct	15739
Distinct (%)	31.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-16037.229

Minimum	-25197
Maximum	-7673
Zeros	0
Zeros (%)	0.0%
Negative	50000
Negative (%)	100.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	-25197
5-th percentile	-23216
Q1	-19681
median	-15748
Q3	-12415
95-th percentile	-9405.95
Maximum	-7673
Range	17524
Interquartile range (IQR)	7266

Descriptive statistics

Standard deviation	4370.8137
Coefficient of variation (CV)	-0.27254171
Kurtosis	-1.0487904
Mean	-16037.229
Median Absolute Deviation (MAD)	3625
Skewness	-0.1183752
Sum	-8.0186143 × 10⁸
Variance	19104013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
-17329	13	< 0.1%
-19807	12	< 0.1%
-13577	12	< 0.1%
-15787	12	< 0.1%
-11566	11	< 0.1%
-13427	11	< 0.1%
-14267	11	< 0.1%
-14547	11	< 0.1%
-15561	11	< 0.1%
-20292	11	< 0.1%
Other values (15729)	49885	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-25197	1	< 0.1%
-25192	1	< 0.1%
-25191	1	< 0.1%
-25175	1	< 0.1%
-25166	1	< 0.1%
-25161	1	< 0.1%
-25159	1	< 0.1%
-25152	1	< 0.1%
-25150	1	< 0.1%
-25140	2	< 0.1%

Value	Count	Frequency (%)
-7673	1	< 0.1%
-7680	1	< 0.1%
-7688	2	< 0.1%
-7692	1	< 0.1%
-7694	1	< 0.1%
-7695	1	< 0.1%
-7696	1	< 0.1%
-7698	2	< 0.1%
-7700	1	< 0.1%
-7701	1	< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

HIGH CORRELATION

Distinct	8038
Distinct (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63756.103

Minimum	-16852
Maximum	365243
Zeros	0
Zeros (%)	0.0%
Negative	41004
Negative (%)	82.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	-16852
5-th percentile	-6697
Q1	-2779.25
median	-1220
Q3	-292
95-th percentile	365243
Maximum	365243
Range	382095
Interquartile range (IQR)	2487.25

Descriptive statistics

Standard deviation	141231.88
Coefficient of variation (CV)	2.2151899
Kurtosis	0.77624217
Mean	63756.103
Median Absolute Deviation (MAD)	1099
Skewness	1.6657328
Sum	3.1878052 × 10⁹
Variance	1.9946443 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
365243	8996	18.0%
-229	37	0.1%
-222	32	0.1%
-116	31	0.1%
-212	29	0.1%
-147	28	0.1%
-214	28	0.1%
-141	27	0.1%
-206	26	0.1%
-268	26	0.1%
Other values (8028)	40740	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16852	1	< 0.1%
-16836	1	< 0.1%
-16607	1	< 0.1%
-16495	1	< 0.1%
-16358	1	< 0.1%
-16352	1	< 0.1%
-16221	1	< 0.1%
-16169	1	< 0.1%
-16113	1	< 0.1%
-16061	1	< 0.1%

Value	Count	Frequency (%)
365243	8996	18.0%
-3	3	< 0.1%
-4	1	< 0.1%
-9	1	< 0.1%
-11	1	< 0.1%
-12	2	< 0.1%
-13	2	< 0.1%
-15	1	< 0.1%
-16	1	< 0.1%
-18	1	< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct	12745
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4999.7653

Minimum	-24672
Maximum	0
Zeros	19
Zeros (%)	< 0.1%
Negative	49981
Negative (%)	> 99.9%
Memory size	781.2 KiB

Quantile statistics

Minimum	-24672
5-th percentile	-11446.05
Q1	-7492.25
median	-4506
Q3	-2037
95-th percentile	-330
Maximum	0
Range	24672
Interquartile range (IQR)	5455.25

Descriptive statistics

Standard deviation	3531.7141
Coefficient of variation (CV)	-0.70637597
Kurtosis	-0.26327216
Mean	-4999.7653
Median Absolute Deviation (MAD)	2686
Skewness	-0.60770523
Sum	-2.4998827 × 10⁸
Variance	12473004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	19	< 0.1%
-6	18	< 0.1%
-4647	18	< 0.1%
-4	17	< 0.1%
-4774	16	< 0.1%
-610	16	< 0.1%
-1	16	< 0.1%
-7	15	< 0.1%
-840	15	< 0.1%
-88	15	< 0.1%
Other values (12735)	49835	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24672	1	< 0.1%
-23738	1	< 0.1%
-22392	1	< 0.1%
-20981	1	< 0.1%
-20560	1	< 0.1%
-20452	1	< 0.1%
-19504	1	< 0.1%
-19207	1	< 0.1%
-19183	1	< 0.1%
-18660	2	< 0.1%

Value	Count	Frequency (%)
0	19	< 0.1%
-1	16	< 0.1%
-2	10	< 0.1%
-3	12	< 0.1%
-4	17	< 0.1%
-5	12	< 0.1%
-6	18	< 0.1%
-7	15	< 0.1%
-8	6	< 0.1%
-9	12	< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct	5760
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2996.2317

Minimum	-6263
Maximum	0
Zeros	3
Zeros (%)	< 0.1%
Negative	49997
Negative (%)	> 99.9%
Memory size	781.2 KiB

Quantile statistics

Minimum	-6263
5-th percentile	-4944.05
Q1	-4308
median	-3257
Q3	-1724
95-th percentile	-376
Maximum	0
Range	6263
Interquartile range (IQR)	2584

Descriptive statistics

Standard deviation	1510.5669
Coefficient of variation (CV)	-0.50415557
Kurtosis	-1.1103451
Mean	-2996.2317
Median Absolute Deviation (MAD)	1192
Skewness	0.34581177
Sum	-1.4981159 × 10⁸
Variance	2281812.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
-4095	39	0.1%
-4073	35	0.1%
-4053	31	0.1%
-4473	30	0.1%
-4151	30	0.1%
-4285	30	0.1%
-4382	30	0.1%
-4355	29	0.1%
-4145	29	0.1%
-4187	29	0.1%
Other values (5750)	49688	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6263	1	< 0.1%
-6233	1	< 0.1%
-6226	1	< 0.1%
-6216	1	< 0.1%
-6211	1	< 0.1%
-6207	1	< 0.1%
-6206	1	< 0.1%
-6197	1	< 0.1%
-6183	1	< 0.1%
-6175	1	< 0.1%

Value	Count	Frequency (%)
0	3	< 0.1%
-1	7	< 0.1%
-2	9	< 0.1%
-3	9	< 0.1%
-4	13	< 0.1%
-5	13	< 0.1%
-6	13	< 0.1%
-7	17	< 0.1%
-8	16	< 0.1%
-9	5	< 0.1%

OWN_CAR_AGE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	55
Distinct (%)	0.3%
Missing	33132
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	12.161371

Minimum	0
Maximum	65
Zeros	343
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	9
Q3	15
95-th percentile	30
Maximum	65
Range	65
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	12.082861
Coefficient of variation (CV)	0.99354437
Kurtosis	8.9505742
Mean	12.161371
Median Absolute Deviation (MAD)	5
Skewness	2.7176945
Sum	205138
Variance	145.99554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
7	1202	2.4%
6	1037	2.1%
3	1005	2.0%
2	986	2.0%
8	965	1.9%
4	914	1.8%
1	831	1.7%
9	772	1.5%
10	749	1.5%
13	735	1.5%
Other values (45)	7672	15.3%
(Missing)	33132	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	343	0.7%
1	831	1.7%
2	986	2.0%
3	1005	2.0%
4	914	1.8%
5	543	1.1%
6	1037	2.1%
7	1202	2.4%
8	965	1.9%
9	772	1.5%

Value	Count	Frequency (%)
65	152	0.3%
64	406	0.8%
56	1	< 0.1%
54	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
49	1	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
45	1	< 0.1%

FLAG_MOBIL
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

1	50000

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	50000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_EMP_PHONE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

1	41003
0	8997

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	41003	82.0%
0	8997	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_WORK_PHONE
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	39988
1	10012

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	39988	80.0%
1	10012	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_CONT_MOBILE
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

1	49904
0	96

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	49904	99.8%
0	96	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_PHONE
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	35926
1	14074

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	35926	71.9%
1	14074	28.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_EMAIL
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	47183
1	2817

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	47183	94.4%
1	2817	5.6%

Length

Histogram of lengths of the category

Common Values (Plot)

OCCUPATION_TYPE
Categorical

HIGH CORRELATION MISSING

Distinct	18
Distinct (%)	0.1%
Missing	15701
Missing (%)	31.4%
Memory size	3.2 MiB

Laborers	8913
Sales staff	5268
Core staff	4466
Managers	3447
Drivers	3019
Other values (13)	9186

Overview
Categories

Length

Max length	21
Median length	20
Mean length	10.549025
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sales staff
2nd row	Managers
3rd row	Sales staff
4th row	High skill tech staff
5th row	Laborers

Common Values

Value	Count	Frequency (%)
Laborers	8913	17.8%
Sales staff	5268	10.5%
Core staff	4466	8.9%
Managers	3447	6.9%
Drivers	3019	6.0%
High skill tech staff	1788	3.6%
Accountants	1594	3.2%
Medicine staff	1380	2.8%
Security staff	1113	2.2%
Cooking staff	1008	2.0%
Other values (8)	2303	4.6%
(Missing)	15701	31.4%

Length

Histogram of lengths of the category

CNT_FAM_MEMBERS
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.149023

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	4
Maximum	14
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.91837157
Coefficient of variation (CV)	0.42734376
Kurtosis	2.2588014
Mean	2.149023
Median Absolute Deviation (MAD)	0
Skewness	0.99381079
Sum	107449
Variance	0.84340633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	25540	51.1%
1	11265	22.5%
3	8536	17.1%
4	3942	7.9%
5	613	1.2%
6	81	0.2%
7	15	< 0.1%
9	2	< 0.1%
14	2	< 0.1%
8	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11265	22.5%
2	25540	51.1%
3	8536	17.1%
4	3942	7.9%
5	613	1.2%
6	81	0.2%
7	15	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
14	2	< 0.1%
10	1	< 0.1%
9	2	< 0.1%
8	2	< 0.1%
7	15	< 0.1%
6	81	0.2%
5	613	1.2%
4	3942	7.9%
3	8536	17.1%
2	25540	51.1%

REGION_RATING_CLIENT
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

2	36942
3	7847
1	5211

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	2
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
2	36942	73.9%
3	7847	15.7%
1	5211	10.4%

Length

Histogram of lengths of the category

Common Values (Plot)

REGION_RATING_CLIENT_W_CITY
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

2	37355
3	7107
1	5538

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	2
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
2	37355	74.7%
3	7107	14.2%
1	5538	11.1%

Length

Histogram of lengths of the category

Common Values (Plot)

WEEKDAY_APPR_PROCESS_START
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

TUESDAY	8791
WEDNESDAY	8456
FRIDAY	8288
MONDAY	8232
THURSDAY	8108
Other values (2)	8125

Overview
Categories

Length

Max length	9
Median length	8
Mean length	7.22394
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	THURSDAY
2nd row	THURSDAY
3rd row	TUESDAY
4th row	FRIDAY
5th row	WEDNESDAY

Common Values

Value	Count	Frequency (%)
TUESDAY	8791	17.6%
WEDNESDAY	8456	16.9%
FRIDAY	8288	16.6%
MONDAY	8232	16.5%
THURSDAY	8108	16.2%
SATURDAY	5411	10.8%
SUNDAY	2714	5.4%

Length

Histogram of lengths of the category

Common Values (Plot)

HOUR_APPR_PROCESS_START
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.05524

Minimum	0
Maximum	23
Zeros	6
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	7
Q1	10
median	12
Q3	14
95-th percentile	17
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.2566978
Coefficient of variation (CV)	0.2701479
Kurtosis	-0.19281397
Mean	12.05524
Median Absolute Deviation (MAD)	2
Skewness	-0.015995178
Sum	602762
Variance	10.606081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
10	6191	12.4%
11	6030	12.1%
12	5678	11.4%
13	4986	10.0%
14	4531	9.1%
9	4459	8.9%
15	3965	7.9%
16	3312	6.6%
8	2457	4.9%
17	2421	4.8%
Other values (14)	5970	11.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	< 0.1%
1	12	< 0.1%
2	44	0.1%
3	199	0.4%
4	323	0.6%
5	603	1.2%
6	942	1.9%
7	1495	3.0%
8	2457	4.9%
9	4459	8.9%

Value	Count	Frequency (%)
23	7	< 0.1%
22	19	< 0.1%
21	73	0.1%
20	216	0.4%
19	612	1.2%
18	1419	2.8%
17	2421	4.8%
16	3312	6.6%
15	3965	7.9%
14	4531	9.1%

REG_REGION_NOT_LIVE_REGION
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49241
1	759

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49241	98.5%
1	759	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

REG_REGION_NOT_WORK_REGION
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	47479
1	2521

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	47479	95.0%
1	2521	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

LIVE_REGION_NOT_WORK_REGION
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	47977
1	2023

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	47977	96.0%
1	2023	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

REG_CITY_NOT_LIVE_CITY
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	46148
1	3852

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	46148	92.3%
1	3852	7.7%

Length

Histogram of lengths of the category

Common Values (Plot)

REG_CITY_NOT_WORK_CITY
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	38478
1	11522

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	38478	77.0%
1	11522	23.0%

Length

Histogram of lengths of the category

Common Values (Plot)

LIVE_CITY_NOT_WORK_CITY
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	40983
1	9017

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	40983	82.0%
1	9017	18.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ORGANIZATION_TYPE
Text

Distinct	58
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 MiB

Length

Max length	22
Median length	17
Mean length	12.52764
Min length	3

Characters and Unicode

Total characters	626382
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Business Entity Type 3
2nd row	Business Entity Type 3
3rd row	Self-employed
4th row	Business Entity Type 3
5th row	Business Entity Type 3

Value	Count	Frequency (%)
type	19940	19.2%
business	13745	13.2%
entity	13745	13.2%
3	12460	12.0%
xna	8996	8.7%
self-employed	6258	6.0%
other	2669	2.6%
2	2415	2.3%
trade	2376	2.3%
industry	2342	2.3%
Other values (40)	19028	18.3%

Most occurring characters

Value	Count	Frequency (%)
e	70914	11.3%
	53974	8.6%
t	48885	7.8%
s	48566	7.8%
y	44053	7.0%
n	42920	6.9%
i	38559	6.2%
p	27675	4.4%
u	19771	3.2%
r	18972	3.0%
Other values (42)	212093	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	626382	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	70914	11.3%
	53974	8.6%
t	48885	7.8%
s	48566	7.8%
y	44053	7.0%
n	42920	6.9%
i	38559	6.2%
p	27675	4.4%
u	19771	3.2%
r	18972	3.0%
Other values (42)	212093	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	626382	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	70914	11.3%
	53974	8.6%
t	48885	7.8%
s	48566	7.8%
y	44053	7.0%
n	42920	6.9%
i	38559	6.2%
p	27675	4.4%
u	19771	3.2%
r	18972	3.0%
Other values (42)	212093	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	626382	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	70914	11.3%
	53974	8.6%
t	48885	7.8%
s	48566	7.8%
y	44053	7.0%
n	42920	6.9%
i	38559	6.2%
p	27675	4.4%
u	19771	3.2%
r	18972	3.0%
Other values (42)	212093	33.9%

EXT_SOURCE_1
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	21078
Distinct (%)	97.5%
Missing	28392
Missing (%)	56.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.50204194

Minimum	0.015052921
Maximum	0.96269277
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.015052921
5-th percentile	0.15577736
Q1	0.33553587
median	0.50560131
Q3	0.67510107
95-th percentile	0.83053878
Maximum	0.96269277
Range	0.94763985
Interquartile range (IQR)	0.3395652

Descriptive statistics

Standard deviation	0.21126249
Coefficient of variation (CV)	0.42080646
Kurtosis	-0.95816266
Mean	0.50204194
Median Absolute Deviation (MAD)	0.16966842
Skewness	-0.07917469
Sum	10848.122
Variance	0.044631839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.6449668361	3	< 0.1%
0.6491858113	3	< 0.1%
0.3000218043	3	< 0.1%
0.7329225184	3	< 0.1%
0.6062578821	3	< 0.1%
0.4534981223	3	< 0.1%
0.7101563022	3	< 0.1%
0.7311782264	3	< 0.1%
0.510962057	3	< 0.1%
0.7160984065	3	< 0.1%
Other values (21068)	21578	43.2%
(Missing)	28392	56.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0150529213	1	< 0.1%
0.01560008058	1	< 0.1%
0.01739440941	1	< 0.1%
0.01789680481	1	< 0.1%
0.02093879214	1	< 0.1%
0.02138185152	1	< 0.1%
0.02148251796	1	< 0.1%
0.02319764458	1	< 0.1%
0.02360530448	1	< 0.1%
0.02384526275	1	< 0.1%

Value	Count	Frequency (%)
0.9626927706	1	< 0.1%
0.9460976144	1	< 0.1%
0.9419858745	1	< 0.1%
0.9414327203	1	< 0.1%
0.9381898537	1	< 0.1%
0.9375004297	1	< 0.1%
0.9362974713	1	< 0.1%
0.9348030385	1	< 0.1%
0.9347469876	1	< 0.1%
0.9339095586	1	< 0.1%

EXT_SOURCE_2
Real number (ℝ)

Distinct	39374
Distinct (%)	78.9%
Missing	103
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5146893

Minimum	5.6003377 × 10^-6
Maximum	0.85499967
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	5.6003377 × 10^-6
5-th percentile	0.13387063
Q1	0.39356855
median	0.56620314
Q3	0.66326065
95-th percentile	0.74759305
Maximum	0.85499967
Range	0.85499407
Interquartile range (IQR)	0.2696921

Descriptive statistics

Standard deviation	0.19071616
Coefficient of variation (CV)	0.3705462
Kurtosis	-0.25517065
Mean	0.5146893
Median Absolute Deviation (MAD)	0.117991
Skewness	-0.80079554
Sum	25681.452
Variance	0.036372654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.2858978721	105	0.2%
0.2652563402	64	0.1%
0.1596792335	64	0.1%
0.2622583692	63	0.1%
0.2665197754	49	0.1%
0.2653117485	48	0.1%
0.162192106	42	0.1%
0.263143591	38	0.1%
0.1631870355	34	0.1%
0.1621445677	33	0.1%
Other values (39364)	49357	98.7%
(Missing)	103	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.600337749 × 10^-6	1	< 0.1%
5.939650929 × 10^-6	1	< 0.1%
1.27231438 × 10^-5	1	< 0.1%
2.275597911 × 10^-5	1	< 0.1%
2.278436039 × 10^-5	1	< 0.1%
3.485476828 × 10^-5	1	< 0.1%
3.585274029 × 10^-5	1	< 0.1%
7.364388802 × 10^-5	1	< 0.1%
0.0001309399235	1	< 0.1%
0.0001353973014	1	< 0.1%

Value	Count	Frequency (%)
0.8549996664	6	< 0.1%
0.8133415671	1	< 0.1%
0.8130226498	1	< 0.1%
0.8129461802	1	< 0.1%
0.8119732555	1	< 0.1%
0.8118697375	1	< 0.1%
0.8112711485	1	< 0.1%
0.8106610299	1	< 0.1%
0.8100729529	1	< 0.1%
0.8098811062	1	< 0.1%

EXT_SOURCE_3
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	729
Distinct (%)	1.8%
Missing	9904
Missing (%)	19.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.51016644

Minimum	0.00052726524
Maximum	0.8876642
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0.00052726524
5-th percentile	0.15380259
Q1	0.36896874
median	0.53527625
Q3	0.66905669
95-th percentile	0.78626661
Maximum	0.8876642
Range	0.88713694
Interquartile range (IQR)	0.30008796

Descriptive statistics

Standard deviation	0.19487543
Coefficient of variation (CV)	0.38198403
Kurtosis	-0.66857367
Mean	0.51016644
Median Absolute Deviation (MAD)	0.14593746
Skewness	-0.40496928
Sum	20455.633
Variance	0.037976434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.7463002131	242	0.5%
0.7136313997	222	0.4%
0.5549467685	202	0.4%
0.6894791426	196	0.4%
0.6940926425	190	0.4%
0.6706517531	188	0.4%
0.5814837058	184	0.4%
0.5954562029	182	0.4%
0.7062051097	181	0.4%
0.652896552	176	0.4%
Other values (719)	38133	76.3%
(Missing)	9904	19.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005272652387	142	0.3%
0.01394846558	1	< 0.1%
0.01414826552	1	< 0.1%
0.02372083083	1	< 0.1%
0.02388843609	3	< 0.1%
0.02439821254	1	< 0.1%
0.02581001068	1	< 0.1%
0.02617520693	1	< 0.1%
0.02635968594	3	< 0.1%
0.02654542968	1	< 0.1%

Value	Count	Frequency (%)
0.8876642018	1	< 0.1%
0.8825303128	6	< 0.1%
0.8802684804	7	< 0.1%
0.878739767	2	< 0.1%
0.8771942582	2	< 0.1%
0.8748442527	2	< 0.1%
0.8692108009	2	< 0.1%
0.8667312343	3	< 0.1%
0.8658959153	14	< 0.1%
0.8650561757	5	< 0.1%

APARTMENTS_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1496
Distinct (%)	6.1%
Missing	25299
Missing (%)	50.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.11729819

Minimum	0
Maximum	1
Zeros	116
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0082
Q1	0.0577
median	0.0872
Q3	0.1485
95-th percentile	0.3268
Maximum	1
Range	1
Interquartile range (IQR)	0.0908

Descriptive statistics

Standard deviation	0.10757251
Coefficient of variation (CV)	0.9170859
Kurtosis	10.767666
Mean	0.11729819
Median Absolute Deviation (MAD)	0.0439
Skewness	2.5668914
Sum	2897.3825
Variance	0.011571845
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0825	1070	2.1%
0.0619	1031	2.1%
0.0928	699	1.4%
0.0722	621	1.2%
0.0082	556	1.1%
0.0165	521	1.0%
0.1031	473	0.9%
0.1485	444	0.9%
0.0124	428	0.9%
0.1237	380	0.8%
Other values (1486)	18478	37.0%
(Missing)	25299	50.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	116	0.2%
0.001	33	0.1%
0.0015	2	< 0.1%
0.0021	131	0.3%
0.0026	4	< 0.1%
0.0027	1	< 0.1%
0.0031	62	0.1%
0.0036	2	< 0.1%
0.0038	1	< 0.1%
0.0041	158	0.3%

Value	Count	Frequency (%)
1	21	< 0.1%
0.9876	2	< 0.1%
0.9814	2	< 0.1%
0.966	1	< 0.1%
0.9485	1	< 0.1%
0.9247	1	< 0.1%
0.9072	1	< 0.1%
0.901	1	< 0.1%
0.8979	1	< 0.1%
0.8938	1	< 0.1%

BASEMENTAREA_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2745
Distinct (%)	13.2%
Missing	29226
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.087874781

Minimum	0
Maximum	1
Zeros	2403
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0443
median	0.0764
Q3	0.1118
95-th percentile	0.220535
Maximum	1
Range	1
Interquartile range (IQR)	0.0675

Descriptive statistics

Standard deviation	0.081040313
Coefficient of variation (CV)	0.92222492
Kurtosis	27.001913
Mean	0.087874781
Median Absolute Deviation (MAD)	0.0338
Skewness	3.5813886
Sum	1825.5107
Variance	0.0065675323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2403	4.8%
0.08	48	0.1%
0.0818	47	0.1%
0.1091	46	0.1%
0.0796	45	0.1%
0.0764	41	0.1%
0.0827	38	0.1%
0.0804	37	0.1%
0.0845	37	0.1%
0.0618	36	0.1%
Other values (2735)	17996	36.0%
(Missing)	29226	58.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2403	4.8%
0.0001	19	< 0.1%
0.0002	9	< 0.1%
0.0003	1	< 0.1%
0.0004	3	< 0.1%
0.0005	12	< 0.1%
0.0006	2	< 0.1%
0.0007	4	< 0.1%
0.0008	5	< 0.1%
0.0009	7	< 0.1%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9677	1	< 0.1%
0.9636	1	< 0.1%
0.9431	1	< 0.1%
0.9397	1	< 0.1%
0.9169	1	< 0.1%
0.8152	1	< 0.1%
0.815	2	< 0.1%
0.7924	1	< 0.1%
0.7775	1	< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	183
Distinct (%)	0.7%
Missing	24370
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.97758044

Minimum	0
Maximum	1
Zeros	83
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9682
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.9955
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.05929787
Coefficient of variation (CV)	0.060657791
Kurtosis	247.60383
Mean	0.97758044
Median Absolute Deviation (MAD)	0.005
Skewness	-15.490496
Sum	25055.387
Variance	0.0035162374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.9801	714	1.4%
0.9871	694	1.4%
0.9851	669	1.3%
0.9831	664	1.3%
0.9791	662	1.3%
0.9816	661	1.3%
0.9876	661	1.3%
0.9861	656	1.3%
0.9866	653	1.3%
0.9806	650	1.3%
Other values (173)	18946	37.9%
(Missing)	24370	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	83	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.1987	1	< 0.1%
0.3224	2	< 0.1%
0.3279	1	< 0.1%
0.3318	1	< 0.1%
0.4759	1	< 0.1%
0.4774	1	< 0.1%
0.4883	1	< 0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9995	108	0.2%
0.999	141	0.3%
0.9985	149	0.3%
0.998	164	0.3%
0.9975	175	0.4%
0.997	164	0.3%
0.9965	131	0.3%
0.996	145	0.3%
0.9955	123	0.2%

YEARS_BUILD_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	131
Distinct (%)	0.8%
Missing	33161
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.7511195

Minimum	0
Maximum	1
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.592
Q1	0.6872
median	0.7552
Q3	0.8232
95-th percentile	0.9456
Maximum	1
Range	1
Interquartile range (IQR)	0.136

Descriptive statistics

Standard deviation	0.11363103
Coefficient of variation (CV)	0.15128223
Kurtosis	3.9765834
Mean	0.7511195
Median Absolute Deviation (MAD)	0.068
Skewness	-0.92964431
Sum	12648.101
Variance	0.012912011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.728	488	1.0%
0.8232	479	1.0%
0.8164	478	1.0%
0.83	470	0.9%
0.7416	461	0.9%
0.8028	456	0.9%
0.796	450	0.9%
0.7484	448	0.9%
0.7144	447	0.9%
0.8096	446	0.9%
Other values (121)	12216	24.4%
(Missing)	33161	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	< 0.1%
0.0004	1	< 0.1%
0.0072	1	< 0.1%
0.014	1	< 0.1%
0.0344	1	< 0.1%
0.048	1	< 0.1%
0.0548	2	< 0.1%
0.0752	1	< 0.1%
0.082	1	< 0.1%
0.0888	1	< 0.1%

Value	Count	Frequency (%)
1	27	0.1%
0.9932	81	0.2%
0.9864	104	0.2%
0.9796	116	0.2%
0.9728	122	0.2%
0.966	118	0.2%
0.9592	125	0.2%
0.9524	111	0.2%
0.9456	109	0.2%
0.9388	96	0.2%

COMMONAREA_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1968
Distinct (%)	13.0%
Missing	34890
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.044861774

Minimum	0
Maximum	1
Zeros	1417
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0078
median	0.0211
Q3	0.0509
95-th percentile	0.1612
Maximum	1
Range	1
Interquartile range (IQR)	0.0431

Descriptive statistics

Standard deviation	0.078389567
Coefficient of variation (CV)	1.7473577
Kurtosis	46.009941
Mean	0.044861774
Median Absolute Deviation (MAD)	0.0171
Skewness	5.5487561
Sum	677.8614
Variance	0.0061449243
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	1417	2.8%
0.0078	78	0.2%
0.0079	75	0.1%
0.0077	72	0.1%
0.008	63	0.1%
0.0014	58	0.1%
0.0069	58	0.1%
0.007	57	0.1%
0.0086	56	0.1%
0.001	55	0.1%
Other values (1958)	13121	26.2%
(Missing)	34890	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1417	2.8%
0.0001	5	< 0.1%
0.0002	10	< 0.1%
0.0003	14	< 0.1%
0.0004	8	< 0.1%
0.0005	15	< 0.1%
0.0006	23	< 0.1%
0.0007	38	0.1%
0.0008	12	< 0.1%
0.0009	25	0.1%

Value	Count	Frequency (%)
1	15	< 0.1%
0.9906	1	< 0.1%
0.9505	1	< 0.1%
0.8855	1	< 0.1%
0.8808	2	< 0.1%
0.877	1	< 0.1%
0.8738	1	< 0.1%
0.8603	1	< 0.1%
0.8602	1	< 0.1%
0.8514	1	< 0.1%

ELEVATORS_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	167
Distinct (%)	0.7%
Missing	26607
Missing (%)	53.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.077922045

Minimum	0
Maximum	1
Zeros	14020
Zeros (%)	28.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.12
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.13304199
Coefficient of variation (CV)	1.7073729
Kurtosis	7.8598893
Mean	0.077922045
Median Absolute Deviation (MAD)	0
Skewness	2.4337785
Sum	1822.8304
Variance	0.017700171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	14020	28.0%
0.08	1612	3.2%
0.16	1406	2.8%
0.24	996	2.0%
0.12	922	1.8%
0.04	764	1.5%
0.2	654	1.3%
0.32	444	0.9%
0.28	382	0.8%
0.4	250	0.5%
Other values (157)	1943	3.9%
(Missing)	26607	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14020	28.0%
0.0024	1	< 0.1%
0.0064	1	< 0.1%
0.008	4	< 0.1%
0.01	3	< 0.1%
0.0112	1	< 0.1%
0.0132	14	< 0.1%
0.0148	2	< 0.1%
0.0152	1	< 0.1%
0.016	10	< 0.1%

Value	Count	Frequency (%)
1	21	< 0.1%
0.96	13	< 0.1%
0.92	5	< 0.1%
0.88	13	< 0.1%
0.84	8	< 0.1%
0.808	1	< 0.1%
0.8	21	< 0.1%
0.78	1	< 0.1%
0.76	5	< 0.1%
0.72	32	0.1%

ENTRANCES_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	184
Distinct (%)	0.7%
Missing	25157
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.14973069

Minimum	0
Maximum	1
Zeros	49
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.1008279
Coefficient of variation (CV)	0.67339501
Kurtosis	12.348329
Mean	0.14973069
Median Absolute Deviation (MAD)	0.0689
Skewness	2.4791469
Sum	3719.7596
Variance	0.010166266
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1379	5508	11.0%
0.069	3707	7.4%
0.1034	3151	6.3%
0.2069	3093	6.2%
0.0345	2553	5.1%
0.1724	1500	3.0%
0.2759	1288	2.6%
0.2414	707	1.4%
0.3448	340	0.7%
0.3103	326	0.7%
Other values (174)	2670	5.3%
(Missing)	25157	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49	0.1%
0.0114	1	< 0.1%
0.0172	1	< 0.1%
0.0345	2553	5.1%
0.0372	1	< 0.1%
0.0383	1	< 0.1%
0.0407	1	< 0.1%
0.0414	1	< 0.1%
0.0431	8	< 0.1%
0.0459	17	< 0.1%

Value	Count	Frequency (%)
1	30	0.1%
0.9655	3	< 0.1%
0.931	2	< 0.1%
0.8966	11	< 0.1%
0.8621	3	< 0.1%
0.8276	6	< 0.1%
0.7931	9	< 0.1%
0.7586	12	< 0.1%
0.7241	8	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	230
Distinct (%)	0.9%
Missing	24840
Missing (%)	49.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.22526822

Minimum	0
Maximum	1
Zeros	493
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4721
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.14396413
Coefficient of variation (CV)	0.63907874
Kurtosis	2.4671514
Mean	0.22526822
Median Absolute Deviation (MAD)	0.0834
Skewness	1.2320522
Sum	5667.7485
Variance	0.020725672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1667	10095	20.2%
0.3333	5156	10.3%
0.0417	2377	4.8%
0.375	1317	2.6%
0.125	1153	2.3%
0.0833	1063	2.1%
0	493	1.0%
0.4583	441	0.9%
0.25	301	0.6%
0.5417	292	0.6%
Other values (220)	2472	4.9%
(Missing)	24840	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	493	1.0%
0.0083	1	< 0.1%
0.0104	2	< 0.1%
0.0138	3	< 0.1%
0.0208	17	< 0.1%
0.0275	5	< 0.1%
0.0283	1	< 0.1%
0.0312	2	< 0.1%
0.0417	2377	4.8%
0.0479	2	< 0.1%

Value	Count	Frequency (%)
1	22	< 0.1%
0.9792	1	< 0.1%
0.9583	15	< 0.1%
0.9375	1	< 0.1%
0.9304	1	< 0.1%
0.9167	5	< 0.1%
0.8992	1	< 0.1%
0.8958	1	< 0.1%
0.875	33	0.1%
0.8333	7	< 0.1%

FLOORSMIN_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	171
Distinct (%)	1.1%
Missing	33864
Missing (%)	67.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.23083572

Minimum	0
Maximum	1
Zeros	361
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.16065906
Coefficient of variation (CV)	0.69598872
Kurtosis	1.3116247
Mean	0.23083572
Median Absolute Deviation (MAD)	0.1459
Skewness	0.95009187
Sum	3724.7651
Variance	0.025811332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.2083	5389	10.8%
0.0417	2963	5.9%
0.375	2841	5.7%
0.0833	821	1.6%
0.4167	683	1.4%
0.1667	607	1.2%
0.125	503	1.0%
0	361	0.7%
0.5	275	0.5%
0.6667	183	0.4%
Other values (161)	1510	3.0%
(Missing)	33864	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	361	0.7%
0.0158	1	< 0.1%
0.0208	9	< 0.1%
0.025	1	< 0.1%
0.0275	2	< 0.1%
0.0312	1	< 0.1%
0.0417	2963	5.9%
0.0458	1	< 0.1%
0.0533	3	< 0.1%
0.0554	3	< 0.1%

Value	Count	Frequency (%)
1	20	< 0.1%
0.9792	1	< 0.1%
0.9583	2	< 0.1%
0.9408	1	< 0.1%
0.9167	17	< 0.1%
0.875	3	< 0.1%
0.8542	2	< 0.1%
0.8333	8	< 0.1%
0.8125	3	< 0.1%
0.7917	12	< 0.1%

LANDAREA_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2498
Distinct (%)	12.3%
Missing	29637
Missing (%)	59.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.065621117

Minimum	0
Maximum	1
Zeros	2543
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0185
median	0.0475
Q3	0.085
95-th percentile	0.1913
Maximum	1
Range	1
Interquartile range (IQR)	0.0665

Descriptive statistics

Standard deviation	0.080822829
Coefficient of variation (CV)	1.2316588
Kurtosis	37.109944
Mean	0.065621117
Median Absolute Deviation (MAD)	0.0319
Skewness	4.600682
Sum	1336.2428
Variance	0.0065323297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2543	5.1%
0.0174	42	0.1%
0.0142	41	0.1%
0.0316	37	0.1%
0.0458	36	0.1%
0.0237	35	0.1%
0.0197	34	0.1%
0.0208	33	0.1%
0.0221	33	0.1%
0.0145	33	0.1%
Other values (2488)	17496	35.0%
(Missing)	29637	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2543	5.1%
0.0001	2	< 0.1%
0.0002	3	< 0.1%
0.0004	3	< 0.1%
0.0006	3	< 0.1%
0.0007	2	< 0.1%
0.0008	2	< 0.1%
0.0009	2	< 0.1%
0.0011	2	< 0.1%
0.0012	6	< 0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9829	2	< 0.1%
0.969	1	< 0.1%
0.9497	1	< 0.1%
0.8947	2	< 0.1%
0.8638	1	< 0.1%
0.8556	1	< 0.1%
0.8231	1	< 0.1%
0.783	1	< 0.1%
0.769	1	< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1154
Distinct (%)	7.3%
Missing	34114
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10049588

Minimum	0
Maximum	1
Zeros	55
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0101
Q1	0.0504
median	0.0756
Q3	0.121
95-th percentile	0.2732
Maximum	1
Range	1
Interquartile range (IQR)	0.0706

Descriptive statistics

Standard deviation	0.090863027
Coefficient of variation (CV)	0.90414682
Kurtosis	14.684183
Mean	0.10049588
Median Absolute Deviation (MAD)	0.0327
Skewness	2.8793395
Sum	1596.4775
Variance	0.0082560897
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0672	694	1.4%
0.0504	688	1.4%
0.0756	446	0.9%
0.0588	399	0.8%
0.0841	301	0.6%
0.0067	265	0.5%
0.121	261	0.5%
0.0605	244	0.5%
0.0134	241	0.5%
0.1009	238	0.5%
Other values (1144)	12109	24.2%
(Missing)	34114	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	0.1%
0.0008	18	< 0.1%
0.0017	36	0.1%
0.0025	14	< 0.1%
0.0031	1	< 0.1%
0.0034	67	0.1%
0.0042	24	< 0.1%
0.0045	1	< 0.1%
0.005	38	0.1%
0.0055	1	< 0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
0.9994	1	< 0.1%
0.9901	1	< 0.1%
0.949	1	< 0.1%
0.9153	1	< 0.1%
0.8388	2	< 0.1%
0.8338	1	< 0.1%
0.8271	1	< 0.1%
0.78	2	< 0.1%
0.7296	2	< 0.1%

LIVINGAREA_AVG
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3740
Distinct (%)	15.0%
Missing	25041
Missing (%)	50.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.10654981

Minimum	0
Maximum	1
Zeros	45
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0081
Q1	0.0445
median	0.0743
Q3	0.1292
95-th percentile	0.3175
Maximum	1
Range	1
Interquartile range (IQR)	0.0847

Descriptive statistics

Standard deviation	0.1091093
Coefficient of variation (CV)	1.0240216
Kurtosis	12.120424
Mean	0.10654981
Median Absolute Deviation (MAD)	0.0392
Skewness	2.8191158
Sum	2659.3766
Variance	0.011904839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	45	0.1%
0.0702	39	0.1%
0.0525	38	0.1%
0.0696	38	0.1%
0.0641	37	0.1%
0.0146	37	0.1%
0.0639	37	0.1%
0.0539	37	0.1%
0.0507	36	0.1%
0.0513	36	0.1%
Other values (3730)	24579	49.2%
(Missing)	25041	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.1%
0.0003	2	< 0.1%
0.0004	2	< 0.1%
0.0005	4	< 0.1%
0.0006	5	< 0.1%
0.0007	2	< 0.1%
0.0008	5	< 0.1%
0.0009	7	< 0.1%
0.001	5	< 0.1%
0.0011	11	< 0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9756	2	< 0.1%
0.9523	1	< 0.1%
0.9033	1	< 0.1%
0.9025	2	< 0.1%
0.8941	2	< 0.1%
0.8888	1	< 0.1%
0.8872	1	< 0.1%
0.8653	1	< 0.1%
0.8597	2	< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	196
Distinct (%)	1.3%
Missing	34631
Missing (%)	69.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.0086120958

Minimum	0
Maximum	1
Zeros	8919
Zeros (%)	17.8%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0051
95-th percentile	0.0309
Maximum	1
Range	1
Interquartile range (IQR)	0.0051

Descriptive statistics

Standard deviation	0.046222614
Coefficient of variation (CV)	5.3671738
Kurtosis	294.68135
Mean	0.0086120958
Median Absolute Deviation (MAD)	0
Skewness	15.813678
Sum	132.3593
Variance	0.0021365301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	8919	17.8%
0.0039	2199	4.4%
0.0077	1045	2.1%
0.0116	632	1.3%
0.0154	415	0.8%
0.0193	307	0.6%
0.0232	201	0.4%
0.0019	192	0.4%
0.027	158	0.3%
0.0309	139	0.3%
Other values (186)	1162	2.3%
(Missing)	34631	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8919	17.8%
0.0002	1	< 0.1%
0.0004	3	< 0.1%
0.0005	1	< 0.1%
0.0006	5	< 0.1%
0.0008	12	< 0.1%
0.0009	1	< 0.1%
0.001	15	< 0.1%
0.0011	1	< 0.1%
0.0013	51	0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
0.9923	1	< 0.1%
0.973	2	< 0.1%
0.9556	1	< 0.1%
0.9459	1	< 0.1%
0.9344	1	< 0.1%
0.9266	3	< 0.1%
0.8842	1	< 0.1%
0.8803	1	< 0.1%
0.7722	2	< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1971
Distinct (%)	8.7%
Missing	27437
Missing (%)	54.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.028266011

Minimum	0
Maximum	1
Zeros	9574
Zeros (%)	19.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0037
Q3	0.0278
95-th percentile	0.1262
Maximum	1
Range	1
Interquartile range (IQR)	0.0278

Descriptive statistics

Standard deviation	0.069040999
Coefficient of variation (CV)	2.4425449
Kurtosis	68.19613
Mean	0.028266011
Median Absolute Deviation (MAD)	0.0037
Skewness	6.7152861
Sum	637.766
Variance	0.0047666596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	9574	19.1%
0.0012	83	0.2%
0.0036	77	0.2%
0.0044	75	0.1%
0.0046	71	0.1%
0.0011	70	0.1%
0.0042	69	0.1%
0.001	67	0.1%
0.0022	66	0.1%
0.0052	65	0.1%
Other values (1961)	12346	24.7%
(Missing)	27437	54.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9574	19.1%
0.0001	27	0.1%
0.0002	23	< 0.1%
0.0003	19	< 0.1%
0.0004	28	0.1%
0.0005	25	0.1%
0.0006	33	0.1%
0.0007	25	0.1%
0.0008	37	0.1%
0.0009	51	0.1%

Value	Count	Frequency (%)
1	22	< 0.1%
0.9591	1	< 0.1%
0.9558	3	< 0.1%
0.9556	1	< 0.1%
0.8825	1	< 0.1%
0.8651	1	< 0.1%
0.8572	1	< 0.1%
0.8556	1	< 0.1%
0.8213	1	< 0.1%
0.8141	2	< 0.1%

APARTMENTS_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	630
Distinct (%)	2.6%
Missing	25299
Missing (%)	50.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.11451008

Minimum	0
Maximum	1
Zeros	162
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0084
Q1	0.0515
median	0.084
Q3	0.146
95-th percentile	0.3204
Maximum	1
Range	1
Interquartile range (IQR)	0.0945

Descriptive statistics

Standard deviation	0.10793546
Coefficient of variation (CV)	0.94258482
Kurtosis	11.161187
Mean	0.11451008
Median Absolute Deviation (MAD)	0.0421
Skewness	2.6376088
Sum	2828.5134
Variance	0.011650064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.084	1220	2.4%
0.063	1208	2.4%
0.0945	765	1.5%
0.0735	690	1.4%
0.0084	636	1.3%
0.0168	576	1.2%
0.105	515	1.0%
0.0126	481	1.0%
0.0756	477	1.0%
0.1513	475	0.9%
Other values (620)	17658	35.3%
(Missing)	25299	50.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	162	0.3%
0.0011	49	0.1%
0.0021	166	0.3%
0.0032	70	0.1%
0.0042	179	0.4%
0.0053	57	0.1%
0.0063	74	0.1%
0.0074	46	0.1%
0.0084	636	1.3%
0.0095	48	0.1%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9842	1	< 0.1%
0.9664	1	< 0.1%
0.9422	1	< 0.1%
0.9244	1	< 0.1%
0.9181	1	< 0.1%
0.9149	1	< 0.1%
0.9107	1	< 0.1%
0.9055	1	< 0.1%
0.8992	1	< 0.1%

BASEMENTAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2779
Distinct (%)	13.4%
Missing	29226
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.087153139

Minimum	0
Maximum	1
Zeros	2704
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0408
median	0.0743
Q3	0.1124
95-th percentile	0.224335
Maximum	1
Range	1
Interquartile range (IQR)	0.0716

Descriptive statistics

Standard deviation	0.08307589
Coefficient of variation (CV)	0.95321742
Kurtosis	25.215785
Mean	0.087153139
Median Absolute Deviation (MAD)	0.0359
Skewness	3.4835934
Sum	1810.5193
Variance	0.0069016035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2704	5.4%
0.0642	51	0.1%
0.0849	49	0.1%
0.1132	47	0.1%
0.083	46	0.1%
0.0826	44	0.1%
0.0792	42	0.1%
0.0858	41	0.1%
0.0808	39	0.1%
0.0679	36	0.1%
Other values (2769)	17675	35.4%
(Missing)	29226	58.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2704	5.4%
0.0001	26	0.1%
0.0002	5	< 0.1%
0.0003	2	< 0.1%
0.0004	3	< 0.1%
0.0005	10	< 0.1%
0.0006	9	< 0.1%
0.0007	1	< 0.1%
0.0008	3	< 0.1%
0.0009	6	< 0.1%

Value	Count	Frequency (%)
1	24	< 0.1%
0.991	1	< 0.1%
0.9787	1	< 0.1%
0.9515	1	< 0.1%
0.8459	1	< 0.1%
0.8457	2	< 0.1%
0.8223	1	< 0.1%
0.8068	1	< 0.1%
0.7548	1	< 0.1%
0.7498	2	< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	164
Distinct (%)	0.6%
Missing	24370
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.97691325

Minimum	0
Maximum	1
Zeros	34
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9682
Q1	0.9762
median	0.9816
Q3	0.9866
95-th percentile	0.9955
Maximum	1
Range	1
Interquartile range (IQR)	0.0104

Descriptive statistics

Standard deviation	0.064572896
Coefficient of variation (CV)	0.066098906
Kurtosis	219.34523
Mean	0.97691325
Median Absolute Deviation (MAD)	0.005
Skewness	-14.72765
Sum	25038.287
Variance	0.0041696589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.9801	691	1.4%
0.9791	686	1.4%
0.9866	678	1.4%
0.9871	673	1.3%
0.9876	670	1.3%
0.9806	664	1.3%
0.9851	654	1.3%
0.9816	649	1.3%
0.9796	645	1.3%
0.9782	644	1.3%
Other values (154)	18976	38.0%
(Missing)	24370	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	34	0.1%
0.0005	73	0.1%
0.0184	1	< 0.1%
0.0452	1	< 0.1%
0.4518	1	< 0.1%
0.5452	1	< 0.1%
0.5943	1	< 0.1%
0.8401	1	< 0.1%
0.8823	1	< 0.1%
0.8937	1	< 0.1%

Value	Count	Frequency (%)
1	31	0.1%
0.9995	107	0.2%
0.999	148	0.3%
0.9985	147	0.3%
0.998	162	0.3%
0.9975	183	0.4%
0.997	163	0.3%
0.9965	137	0.3%
0.996	145	0.3%
0.9955	123	0.2%

YEARS_BUILD_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	132
Distinct (%)	0.8%
Missing	33161
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.75838865

Minimum	0
Maximum	1
Zeros	13
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.6014
Q1	0.6994
median	0.7583
Q3	0.8236
95-th percentile	0.9477
Maximum	1
Range	1
Interquartile range (IQR)	0.1242

Descriptive statistics

Standard deviation	0.11031371
Coefficient of variation (CV)	0.14545801
Kurtosis	4.3322042
Mean	0.75838865
Median Absolute Deviation (MAD)	0.0653
Skewness	-0.96667295
Sum	12770.506
Variance	0.012169114
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.8236	482	1.0%
0.8367	477	1.0%
0.7387	473	0.9%
0.8301	461	0.9%
0.7256	457	0.9%
0.7517	450	0.9%
0.804	446	0.9%
0.7125	446	0.9%
0.8171	444	0.9%
0.7583	442	0.9%
Other values (122)	12261	24.5%
(Missing)	33161	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	< 0.1%
0.0265	1	< 0.1%
0.0395	1	< 0.1%
0.0461	1	< 0.1%
0.0526	1	< 0.1%
0.0722	1	< 0.1%
0.0918	1	< 0.1%
0.1114	1	< 0.1%
0.1245	1	< 0.1%
0.131	1	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.9935	82	0.2%
0.9869	103	0.2%
0.9804	115	0.2%
0.9739	121	0.2%
0.9673	119	0.2%
0.9608	128	0.3%
0.9543	111	0.2%
0.9477	107	0.2%
0.9412	95	0.2%

COMMONAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1947
Distinct (%)	12.9%
Missing	34890
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.042886426

Minimum	0
Maximum	1
Zeros	1614
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0072
median	0.0191
Q3	0.049
95-th percentile	0.154155
Maximum	1
Range	1
Interquartile range (IQR)	0.0418

Descriptive statistics

Standard deviation	0.076899531
Coefficient of variation (CV)	1.7930972
Kurtosis	49.64924
Mean	0.042886426
Median Absolute Deviation (MAD)	0.0164
Skewness	5.7501057
Sum	648.0139
Variance	0.0059135378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	1614	3.2%
0.0078	85	0.2%
0.0079	83	0.2%
0.008	77	0.2%
0.007	66	0.1%
0.0014	64	0.1%
0.0081	62	0.1%
0.0012	59	0.1%
0.0071	58	0.1%
0.0087	55	0.1%
Other values (1937)	12887	25.8%
(Missing)	34890	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1614	3.2%
0.0001	7	< 0.1%
0.0002	8	< 0.1%
0.0003	12	< 0.1%
0.0004	9	< 0.1%
0.0005	14	< 0.1%
0.0006	24	< 0.1%
0.0007	36	0.1%
0.0008	18	< 0.1%
0.0009	27	0.1%

Value	Count	Frequency (%)
1	15	< 0.1%
0.9997	1	< 0.1%
0.9591	1	< 0.1%
0.8936	1	< 0.1%
0.8889	2	< 0.1%
0.885	1	< 0.1%
0.8818	1	< 0.1%
0.8682	1	< 0.1%
0.868	1	< 0.1%
0.8581	1	< 0.1%

ELEVATORS_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	26607
Missing (%)	53.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.07367026

Minimum	0
Maximum	1
Zeros	14631
Zeros (%)	29.3%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1208
95-th percentile	0.3222
Maximum	1
Range	1
Interquartile range (IQR)	0.1208

Descriptive statistics

Standard deviation	0.13101257
Coefficient of variation (CV)	1.7783645
Kurtosis	8.7063117
Mean	0.07367026
Median Absolute Deviation (MAD)	0
Skewness	2.5581621
Sum	1723.3684
Variance	0.017164294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	14631	29.3%
0.0806	1867	3.7%
0.1611	1540	3.1%
0.2417	1031	2.1%
0.1208	950	1.9%
0.0403	798	1.6%
0.2014	662	1.3%
0.3222	459	0.9%
0.282	367	0.7%
0.4028	241	0.5%
Other values (16)	847	1.7%
(Missing)	26607	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14631	29.3%
0.0403	798	1.6%
0.0806	1867	3.7%
0.1208	950	1.9%
0.1611	1540	3.1%
0.2014	662	1.3%
0.2417	1031	2.1%
0.282	367	0.7%
0.3222	459	0.9%
0.3625	226	0.5%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9667	15	< 0.1%
0.9264	5	< 0.1%
0.8862	13	< 0.1%
0.8459	8	< 0.1%
0.8056	23	< 0.1%
0.7653	5	< 0.1%
0.725	31	0.1%
0.6848	14	< 0.1%
0.6445	67	0.1%

ENTRANCES_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	30
Distinct (%)	0.1%
Missing	25157
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.14528754

Minimum	0
Maximum	1
Zeros	56
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.10154792
Coefficient of variation (CV)	0.69894446
Kurtosis	12.078336
Mean	0.14528754
Median Absolute Deviation (MAD)	0.0689
Skewness	2.4590441
Sum	3609.3783
Variance	0.01031198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1379	5837	11.7%
0.069	4331	8.7%
0.1034	3331	6.7%
0.2069	3197	6.4%
0.0345	3193	6.4%
0.1724	1468	2.9%
0.2759	1315	2.6%
0.2414	677	1.4%
0.3448	342	0.7%
0.3103	330	0.7%
Other values (20)	822	1.6%
(Missing)	25157	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	0.1%
0.0345	3193	6.4%
0.069	4331	8.7%
0.1034	3331	6.7%
0.1379	5837	11.7%
0.1724	1468	2.9%
0.2069	3197	6.4%
0.2414	677	1.4%
0.2759	1315	2.6%
0.3103	330	0.7%

Value	Count	Frequency (%)
1	29	0.1%
0.9655	3	< 0.1%
0.931	2	< 0.1%
0.8966	11	< 0.1%
0.8621	3	< 0.1%
0.8276	6	< 0.1%
0.7931	9	< 0.1%
0.7586	12	< 0.1%
0.7241	8	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	25
Distinct (%)	0.1%
Missing	24840
Missing (%)	49.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.22153911

Minimum	0
Maximum	1
Zeros	563
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4583
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.1433244
Coefficient of variation (CV)	0.64694853
Kurtosis	2.5661915
Mean	0.22153911
Median Absolute Deviation (MAD)	0.0834
Skewness	1.2518016
Sum	5573.924
Variance	0.020541884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1667	10685	21.4%
0.3333	5543	11.1%
0.0417	2550	5.1%
0.375	1379	2.8%
0.125	1206	2.4%
0.0833	1108	2.2%
0	563	1.1%
0.4583	504	1.0%
0.5417	315	0.6%
0.625	302	0.6%
Other values (15)	1005	2.0%
(Missing)	24840	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	563	1.1%
0.0417	2550	5.1%
0.0833	1108	2.2%
0.125	1206	2.4%
0.1667	10685	21.4%
0.2083	248	0.5%
0.25	120	0.2%
0.2917	73	0.1%
0.3333	5543	11.1%
0.375	1379	2.8%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9583	16	< 0.1%
0.9167	6	< 0.1%
0.875	38	0.1%
0.8333	6	< 0.1%
0.7917	14	< 0.1%
0.75	24	< 0.1%
0.7083	32	0.1%
0.6667	291	0.6%
0.625	302	0.6%

FLOORSMIN_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	25
Distinct (%)	0.2%
Missing	33864
Missing (%)	67.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.22730042

Minimum	0
Maximum	1
Zeros	394
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.16042849
Coefficient of variation (CV)	0.70579935
Kurtosis	1.3029284
Mean	0.22730042
Median Absolute Deviation (MAD)	0.1666
Skewness	0.95748479
Sum	3667.7195
Variance	0.025737299
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.2083	5640	11.3%
0.0417	3125	6.2%
0.375	3029	6.1%
0.0833	869	1.7%
0.4167	703	1.4%
0.1667	624	1.2%
0.125	484	1.0%
0	394	0.8%
0.5	304	0.6%
0.6667	197	0.4%
Other values (15)	767	1.5%
(Missing)	33864	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	394	0.8%
0.0417	3125	6.2%
0.0833	869	1.7%
0.125	484	1.0%
0.1667	624	1.2%
0.2083	5640	11.3%
0.25	134	0.3%
0.2917	73	0.1%
0.3333	49	0.1%
0.375	3029	6.1%

Value	Count	Frequency (%)
1	18	< 0.1%
0.9583	3	< 0.1%
0.9167	20	< 0.1%
0.875	3	< 0.1%
0.8333	6	< 0.1%
0.7917	11	< 0.1%
0.75	18	< 0.1%
0.7083	187	0.4%
0.6667	197	0.4%
0.625	29	0.1%

LANDAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2504
Distinct (%)	12.3%
Missing	29637
Missing (%)	59.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.064513525

Minimum	0
Maximum	1
Zeros	2849
Zeros (%)	5.7%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0164
median	0.0451
Q3	0.08395
95-th percentile	0.1936
Maximum	1
Range	1
Interquartile range (IQR)	0.06755

Descriptive statistics

Standard deviation	0.081953631
Coefficient of variation (CV)	1.2703326
Kurtosis	35.490767
Mean	0.064513525
Median Absolute Deviation (MAD)	0.0317
Skewness	4.5273425
Sum	1313.6889
Variance	0.0067163976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2849	5.7%
0.0242	39	0.1%
0.0323	38	0.1%
0.0299	38	0.1%
0.0145	37	0.1%
0.0111	35	0.1%
0.0194	33	0.1%
0.0387	33	0.1%
0.0147	33	0.1%
0.0258	32	0.1%
Other values (2494)	17196	34.4%
(Missing)	29637	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2849	5.7%
0.0001	3	< 0.1%
0.0002	3	< 0.1%
0.0004	3	< 0.1%
0.0006	3	< 0.1%
0.0007	2	< 0.1%
0.0008	2	< 0.1%
0.001	2	< 0.1%
0.0011	1	< 0.1%
0.0012	3	< 0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9911	1	< 0.1%
0.9714	1	< 0.1%
0.9152	2	< 0.1%
0.8835	1	< 0.1%
0.8751	1	< 0.1%
0.8419	1	< 0.1%
0.8008	1	< 0.1%
0.7866	1	< 0.1%
0.7745	1	< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	589
Distinct (%)	3.7%
Missing	34114
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10565108

Minimum	0
Maximum	1
Zeros	75
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.011
Q1	0.0542
median	0.0771
Q3	0.1313
95-th percentile	0.2938
Maximum	1
Range	1
Interquartile range (IQR)	0.0771

Descriptive statistics

Standard deviation	0.096846822
Coefficient of variation (CV)	0.91666668
Kurtosis	12.724514
Mean	0.10565108
Median Absolute Deviation (MAD)	0.0339
Skewness	2.7731026
Sum	1678.373
Variance	0.0093793069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0551	800	1.6%
0.0735	789	1.6%
0.0826	480	1.0%
0.0643	442	0.9%
0.0918	330	0.7%
0.0661	312	0.6%
0.0073	294	0.6%
0.1322	279	0.6%
0.0147	265	0.5%
0.0588	245	0.5%
Other values (579)	11650	23.3%
(Missing)	34114	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	0.1%
0.0009	23	< 0.1%
0.0018	40	0.1%
0.0028	17	< 0.1%
0.0037	75	0.1%
0.0046	26	0.1%
0.0055	41	0.1%
0.0064	22	< 0.1%
0.0073	294	0.6%
0.0083	23	< 0.1%

Value	Count	Frequency (%)
1	11	< 0.1%
0.9164	2	< 0.1%
0.9109	1	< 0.1%
0.9036	1	< 0.1%
0.8522	2	< 0.1%
0.7971	2	< 0.1%
0.7961	1	< 0.1%
0.7796	1	< 0.1%
0.7521	1	< 0.1%
0.7383	1	< 0.1%

LIVINGAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3754
Distinct (%)	15.0%
Missing	25041
Missing (%)	50.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.10540441

Minimum	0
Maximum	1
Zeros	75
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0077
Q1	0.0419
median	0.073
Q3	0.1252
95-th percentile	0.3202
Maximum	1
Range	1
Interquartile range (IQR)	0.0833

Descriptive statistics

Standard deviation	0.1111268
Coefficient of variation (CV)	1.0542898
Kurtosis	12.38963
Mean	0.10540441
Median Absolute Deviation (MAD)	0.0398
Skewness	2.8878826
Sum	2630.7886
Variance	0.012349165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	75	0.1%
0.0726	47	0.1%
0.0529	45	0.1%
0.0548	42	0.1%
0.0535	40	0.1%
0.0533	40	0.1%
0.0076	39	0.1%
0.053	38	0.1%
0.0532	38	0.1%
0.0731	37	0.1%
Other values (3744)	24518	49.0%
(Missing)	25041	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	75	0.1%
0.0003	2	< 0.1%
0.0004	3	< 0.1%
0.0005	4	< 0.1%
0.0006	4	< 0.1%
0.0007	8	< 0.1%
0.0008	7	< 0.1%
0.0009	6	< 0.1%
0.001	12	< 0.1%
0.0011	15	< 0.1%

Value	Count	Frequency (%)
1	25	0.1%
0.9922	1	< 0.1%
0.9412	1	< 0.1%
0.9403	2	< 0.1%
0.9315	2	< 0.1%
0.926	1	< 0.1%
0.9244	1	< 0.1%
0.9015	1	< 0.1%
0.8957	2	< 0.1%
0.8932	1	< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	96
Distinct (%)	0.6%
Missing	34631
Missing (%)	69.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.0079647277

Minimum	0
Maximum	1
Zeros	9646
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0272
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.045056207
Coefficient of variation (CV)	5.6569677
Kurtosis	315.73239
Mean	0.0079647277
Median Absolute Deviation (MAD)	0
Skewness	16.390368
Sum	122.4099
Variance	0.0020300618
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	9646	19.3%
0.0039	2257	4.5%
0.0078	1065	2.1%
0.0117	627	1.3%
0.0156	410	0.8%
0.0195	305	0.6%
0.0233	197	0.4%
0.0272	151	0.3%
0.0311	141	0.3%
0.0389	89	0.2%
Other values (86)	481	1.0%
(Missing)	34631	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9646	19.3%
0.0039	2257	4.5%
0.0078	1065	2.1%
0.0117	627	1.3%
0.0156	410	0.8%
0.0195	305	0.6%
0.0233	197	0.4%
0.0272	151	0.3%
0.0311	141	0.3%
0.035	88	0.2%

Value	Count	Frequency (%)
1	11	< 0.1%
0.9805	2	< 0.1%
0.9533	1	< 0.1%
0.9416	1	< 0.1%
0.9339	3	< 0.1%
0.8911	1	< 0.1%
0.8872	1	< 0.1%
0.7782	2	< 0.1%
0.751	1	< 0.1%
0.7082	1	< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1992
Distinct (%)	8.8%
Missing	27437
Missing (%)	54.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.027078664

Minimum	0
Maximum	1
Zeros	10925
Zeros (%)	21.9%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0012
Q3	0.0239
95-th percentile	0.12848
Maximum	1
Range	1
Interquartile range (IQR)	0.0239

Descriptive statistics

Standard deviation	0.07051292
Coefficient of variation (CV)	2.6040029
Kurtosis	67.730296
Mean	0.027078664
Median Absolute Deviation (MAD)	0.0012
Skewness	6.754787
Sum	610.9759
Variance	0.0049720719
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	10925	21.9%
0.0011	90	0.2%
0.0012	82	0.2%
0.0046	70	0.1%
0.0033	68	0.1%
0.0055	65	0.1%
0.0037	65	0.1%
0.0049	64	0.1%
0.0038	60	0.1%
0.0045	60	0.1%
Other values (1982)	11014	22.0%
(Missing)	27437	54.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10925	21.9%
0.0001	19	< 0.1%
0.0002	20	< 0.1%
0.0003	10	< 0.1%
0.0004	19	< 0.1%
0.0005	22	< 0.1%
0.0006	20	< 0.1%
0.0007	20	< 0.1%
0.0008	22	< 0.1%
0.0009	30	0.1%

Value	Count	Frequency (%)
1	26	0.1%
0.9343	1	< 0.1%
0.9159	1	< 0.1%
0.9075	1	< 0.1%
0.9057	1	< 0.1%
0.8695	1	< 0.1%
0.8619	2	< 0.1%
0.8581	1	< 0.1%
0.8455	2	< 0.1%
0.8112	2	< 0.1%

APARTMENTS_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	907
Distinct (%)	3.7%
Missing	25299
Missing (%)	50.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.11784278

Minimum	0
Maximum	1
Zeros	120
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0083
Q1	0.0573
median	0.0864
Q3	0.1499
95-th percentile	0.33
Maximum	1
Range	1
Interquartile range (IQR)	0.0926

Descriptive statistics

Standard deviation	0.10869123
Coefficient of variation (CV)	0.92234102
Kurtosis	10.707818
Mean	0.11784278
Median Absolute Deviation (MAD)	0.0448
Skewness	2.5732869
Sum	2910.8345
Variance	0.011813783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0833	1154	2.3%
0.0625	1094	2.2%
0.0937	730	1.5%
0.0729	663	1.3%
0.0083	568	1.1%
0.0167	534	1.1%
0.1041	506	1.0%
0.1499	474	0.9%
0.0125	444	0.9%
0.0749	419	0.8%
Other values (897)	18115	36.2%
(Missing)	25299	50.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	120	0.2%
0.001	33	0.1%
0.0016	2	< 0.1%
0.0021	135	0.3%
0.0026	3	< 0.1%
0.0031	64	0.1%
0.0036	2	< 0.1%
0.0042	160	0.3%
0.0047	1	< 0.1%
0.0052	55	0.1%

Value	Count	Frequency (%)
1	21	< 0.1%
0.9972	2	< 0.1%
0.991	2	< 0.1%
0.9753	1	< 0.1%
0.9576	1	< 0.1%
0.9337	1	< 0.1%
0.916	1	< 0.1%
0.9098	1	< 0.1%
0.9066	1	< 0.1%
0.9025	1	< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2739
Distinct (%)	13.2%
Missing	29226
Missing (%)	58.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.087466641

Minimum	0
Maximum	1
Zeros	2438
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0439
median	0.076
Q3	0.1113
95-th percentile	0.2199
Maximum	1
Range	1
Interquartile range (IQR)	0.0674

Descriptive statistics

Standard deviation	0.080962161
Coefficient of variation (CV)	0.92563473
Kurtosis	27.043233
Mean	0.087466641
Median Absolute Deviation (MAD)	0.03375
Skewness	3.5826092
Sum	1817.032
Variance	0.0065548715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2438	4.9%
0.0818	50	0.1%
0.08	49	0.1%
0.1091	47	0.1%
0.0796	46	0.1%
0.0764	41	0.1%
0.0625	39	0.1%
0.0618	38	0.1%
0.0655	38	0.1%
0.0636	37	0.1%
Other values (2729)	17951	35.9%
(Missing)	29226	58.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2438	4.9%
0.0001	20	< 0.1%
0.0002	9	< 0.1%
0.0003	1	< 0.1%
0.0004	2	< 0.1%
0.0005	12	< 0.1%
0.0006	4	< 0.1%
0.0007	2	< 0.1%
0.0008	3	< 0.1%
0.0009	7	< 0.1%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9677	1	< 0.1%
0.9636	1	< 0.1%
0.955	1	< 0.1%
0.9431	1	< 0.1%
0.9169	1	< 0.1%
0.8152	1	< 0.1%
0.815	2	< 0.1%
0.7924	1	< 0.1%
0.7775	1	< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	168
Distinct (%)	0.7%
Missing	24370
Missing (%)	48.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.97765869

Minimum	0
Maximum	1
Zeros	88
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9687
Q1	0.9767
median	0.9816
Q3	0.9866
95-th percentile	0.9955
Maximum	1
Range	1
Interquartile range (IQR)	0.0099

Descriptive statistics

Standard deviation	0.059778888
Coefficient of variation (CV)	0.061144946
Kurtosis	250.03179
Mean	0.97765869
Median Absolute Deviation (MAD)	0.005
Skewness	-15.630265
Sum	25057.392
Variance	0.0035735154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.9801	702	1.4%
0.9871	690	1.4%
0.9791	672	1.3%
0.9876	672	1.3%
0.9866	670	1.3%
0.9831	666	1.3%
0.9861	659	1.3%
0.9851	652	1.3%
0.9796	652	1.3%
0.9856	649	1.3%
Other values (158)	18946	37.9%
(Missing)	24370	48.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	88	0.2%
0.0179	1	< 0.1%
0.0447	1	< 0.1%
0.4759	1	< 0.1%
0.4774	1	< 0.1%
0.4883	1	< 0.1%
0.4898	1	< 0.1%
0.4903	3	< 0.1%
0.4908	1	< 0.1%
0.4933	1	< 0.1%

Value	Count	Frequency (%)
1	31	0.1%
0.9995	109	0.2%
0.999	148	0.3%
0.9985	151	0.3%
0.998	168	0.3%
0.9975	187	0.4%
0.997	172	0.3%
0.9965	143	0.3%
0.996	153	0.3%
0.9955	119	0.2%

YEARS_BUILD_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	130
Distinct (%)	0.8%
Missing	33161
Missing (%)	66.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.75452362

Minimum	0
Maximum	1
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.5975
Q1	0.6914
median	0.7585
Q3	0.8256
95-th percentile	0.9463
Maximum	1
Range	1
Interquartile range (IQR)	0.1342

Descriptive statistics

Standard deviation	0.11231895
Coefficient of variation (CV)	0.14886075
Kurtosis	3.9587756
Mean	0.75452362
Median Absolute Deviation (MAD)	0.0671
Skewness	-0.91808225
Sum	12705.423
Variance	0.012615547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.7316	488	1.0%
0.8256	482	1.0%
0.8189	481	1.0%
0.8323	475	0.9%
0.7451	455	0.9%
0.8054	450	0.9%
0.7182	445	0.9%
0.7987	444	0.9%
0.8121	443	0.9%
0.7518	439	0.9%
Other values (120)	12237	24.5%
(Missing)	33161	66.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	< 0.1%
0.0138	1	< 0.1%
0.0205	1	< 0.1%
0.0272	1	< 0.1%
0.0473	1	< 0.1%
0.0674	2	< 0.1%
0.0876	1	< 0.1%
0.0943	1	< 0.1%
0.101	1	< 0.1%
0.1077	1	< 0.1%

Value	Count	Frequency (%)
1	30	0.1%
0.9933	82	0.2%
0.9866	105	0.2%
0.9799	117	0.2%
0.9732	123	0.2%
0.9665	121	0.2%
0.9597	128	0.3%
0.953	113	0.2%
0.9463	115	0.2%
0.9396	98	0.2%

COMMONAREA_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1984
Distinct (%)	13.1%
Missing	34890
Missing (%)	69.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.044944328

Minimum	0
Maximum	1
Zeros	1446
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0078
median	0.0209
Q3	0.0511
95-th percentile	0.162355
Maximum	1
Range	1
Interquartile range (IQR)	0.0433

Descriptive statistics

Standard deviation	0.078826348
Coefficient of variation (CV)	1.7538664
Kurtosis	45.766495
Mean	0.044944328
Median Absolute Deviation (MAD)	0.0171
Skewness	5.5416715
Sum	679.1088
Variance	0.0062135931
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	1446	2.9%
0.008	82	0.2%
0.0079	82	0.2%
0.0078	74	0.1%
0.0086	62	0.1%
0.0014	58	0.1%
0.0012	57	0.1%
0.0071	55	0.1%
0.001	55	0.1%
0.0097	51	0.1%
Other values (1974)	13088	26.2%
(Missing)	34890	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1446	2.9%
0.0001	5	< 0.1%
0.0002	7	< 0.1%
0.0003	13	< 0.1%
0.0004	8	< 0.1%
0.0005	16	< 0.1%
0.0006	23	< 0.1%
0.0007	37	0.1%
0.0008	14	< 0.1%
0.0009	25	0.1%

Value	Count	Frequency (%)
1	15	< 0.1%
0.9969	1	< 0.1%
0.9565	1	< 0.1%
0.8911	1	< 0.1%
0.8864	2	< 0.1%
0.8825	1	< 0.1%
0.8794	1	< 0.1%
0.8658	1	< 0.1%
0.8656	1	< 0.1%
0.8568	1	< 0.1%

ELEVATORS_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	26607
Missing (%)	53.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.07714359

Minimum	0
Maximum	1
Zeros	14231
Zeros (%)	28.5%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.12
95-th percentile	0.36
Maximum	1
Range	1
Interquartile range (IQR)	0.12

Descriptive statistics

Standard deviation	0.13303324
Coefficient of variation (CV)	1.7244886
Kurtosis	7.9608401
Mean	0.07714359
Median Absolute Deviation (MAD)	0
Skewness	2.4526799
Sum	1804.62
Variance	0.017697843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	14231	28.5%
0.08	1745	3.5%
0.16	1484	3.0%
0.24	1030	2.1%
0.12	985	2.0%
0.04	797	1.6%
0.2	672	1.3%
0.32	468	0.9%
0.28	390	0.8%
0.4	260	0.5%
Other values (33)	1331	2.7%
(Missing)	26607	53.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14231	28.5%
0.02	59	0.1%
0.04	797	1.6%
0.06	70	0.1%
0.08	1745	3.5%
0.1	79	0.2%
0.12	985	2.0%
0.14	57	0.1%
0.16	1484	3.0%
0.18	46	0.1%

Value	Count	Frequency (%)
1	21	< 0.1%
0.96	13	< 0.1%
0.92	5	< 0.1%
0.88	13	< 0.1%
0.84	8	< 0.1%
0.8	24	< 0.1%
0.78	1	< 0.1%
0.76	5	< 0.1%
0.72	32	0.1%
0.68	17	< 0.1%

ENTRANCES_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	45
Distinct (%)	0.2%
Missing	25157
Missing (%)	50.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.14929064

Minimum	0
Maximum	1
Zeros	50
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0345
Q1	0.069
median	0.1379
Q3	0.2069
95-th percentile	0.3103
Maximum	1
Range	1
Interquartile range (IQR)	0.1379

Descriptive statistics

Standard deviation	0.10117952
Coefficient of variation (CV)	0.67773519
Kurtosis	12.199726
Mean	0.14929064
Median Absolute Deviation (MAD)	0.0689
Skewness	2.4644541
Sum	3708.8274
Variance	0.010237296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1379	5769	11.5%
0.069	3919	7.8%
0.1034	3292	6.6%
0.2069	3205	6.4%
0.0345	2670	5.3%
0.1724	1571	3.1%
0.2759	1312	2.6%
0.2414	729	1.5%
0.3448	347	0.7%
0.3103	334	0.7%
Other values (35)	1695	3.4%
(Missing)	25157	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	50	0.1%
0.0172	1	< 0.1%
0.0345	2670	5.3%
0.0517	116	0.2%
0.069	3919	7.8%
0.0862	215	0.4%
0.1034	3292	6.6%
0.1207	193	0.4%
0.1379	5769	11.5%
0.1552	131	0.3%

Value	Count	Frequency (%)
1	30	0.1%
0.9655	3	< 0.1%
0.931	2	< 0.1%
0.8966	11	< 0.1%
0.8621	3	< 0.1%
0.8276	6	< 0.1%
0.7931	9	< 0.1%
0.7586	12	< 0.1%
0.7241	8	< 0.1%
0.6897	19	< 0.1%

FLOORSMAX_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	47
Distinct (%)	0.2%
Missing	24840
Missing (%)	49.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.22491804

Minimum	0
Maximum	1
Zeros	501
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.1667
median	0.1667
Q3	0.3333
95-th percentile	0.4583
Maximum	1
Range	1
Interquartile range (IQR)	0.1666

Descriptive statistics

Standard deviation	0.14453452
Coefficient of variation (CV)	0.6426097
Kurtosis	2.5131653
Mean	0.22491804
Median Absolute Deviation (MAD)	0.0834
Skewness	1.2492965
Sum	5658.9379
Variance	0.020890226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.1667	10376	20.8%
0.3333	5381	10.8%
0.0417	2424	4.8%
0.375	1360	2.7%
0.125	1170	2.3%
0.0833	1079	2.2%
0	501	1.0%
0.4583	477	1.0%
0.5417	319	0.6%
0.25	313	0.6%
Other values (37)	1760	3.5%
(Missing)	24840	49.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	501	1.0%
0.0208	17	< 0.1%
0.0417	2424	4.8%
0.0625	21	< 0.1%
0.0833	1079	2.2%
0.1042	83	0.2%
0.125	1170	2.3%
0.1458	56	0.1%
0.1667	10376	20.8%
0.1875	32	0.1%

Value	Count	Frequency (%)
1	23	< 0.1%
0.9792	1	< 0.1%
0.9583	16	< 0.1%
0.9375	1	< 0.1%
0.9167	6	< 0.1%
0.8958	1	< 0.1%
0.875	37	0.1%
0.8333	7	< 0.1%
0.8125	5	< 0.1%
0.7917	16	< 0.1%

FLOORSMIN_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	46
Distinct (%)	0.3%
Missing	33864
Missing (%)	67.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.23070783

Minimum	0
Maximum	1
Zeros	366
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0417
Q1	0.0833
median	0.2083
Q3	0.375
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.2917

Descriptive statistics

Standard deviation	0.16130612
Coefficient of variation (CV)	0.69917922
Kurtosis	1.3069729
Mean	0.23070783
Median Absolute Deviation (MAD)	0.1666
Skewness	0.95575942
Sum	3722.7016
Variance	0.026019666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.2083	5519	11.0%
0.0417	3014	6.0%
0.375	2951	5.9%
0.0833	824	1.6%
0.4167	697	1.4%
0.1667	617	1.2%
0.125	508	1.0%
0	366	0.7%
0.5	295	0.6%
0.6667	196	0.4%
Other values (36)	1149	2.3%
(Missing)	33864	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	366	0.7%
0.0208	9	< 0.1%
0.0417	3014	6.0%
0.0625	8	< 0.1%
0.0833	824	1.6%
0.1042	14	< 0.1%
0.125	508	1.0%
0.1458	34	0.1%
0.1667	617	1.2%
0.1875	25	0.1%

Value	Count	Frequency (%)
1	19	< 0.1%
0.9792	1	< 0.1%
0.9583	3	< 0.1%
0.9167	19	< 0.1%
0.875	3	< 0.1%
0.8542	2	< 0.1%
0.8333	9	< 0.1%
0.8125	3	< 0.1%
0.7917	11	< 0.1%
0.75	19	< 0.1%

LANDAREA_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2528
Distinct (%)	12.4%
Missing	29637
Missing (%)	59.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.066493252

Minimum	0
Maximum	1
Zeros	2598
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0186
median	0.0481
Q3	0.0862
95-th percentile	0.19454
Maximum	1
Range	1
Interquartile range (IQR)	0.0676

Descriptive statistics

Standard deviation	0.081955748
Coefficient of variation (CV)	1.2325423
Kurtosis	35.588432
Mean	0.066493252
Median Absolute Deviation (MAD)	0.0325
Skewness	4.5186294
Sum	1354.0021
Variance	0.0067167446
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	2598	5.2%
0.0321	39	0.1%
0.0177	37	0.1%
0.0144	36	0.1%
0.0385	35	0.1%
0.0203	34	0.1%
0.0241	34	0.1%
0.023	33	0.1%
0.0193	32	0.1%
0.0225	31	0.1%
Other values (2518)	17454	34.9%
(Missing)	29637	59.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2598	5.2%
0.0001	2	< 0.1%
0.0002	3	< 0.1%
0.0004	2	< 0.1%
0.0005	1	< 0.1%
0.0006	3	< 0.1%
0.0007	2	< 0.1%
0.0008	3	< 0.1%
0.001	2	< 0.1%
0.0011	2	< 0.1%

Value	Count	Frequency (%)
1	27	0.1%
0.9858	1	< 0.1%
0.9662	1	< 0.1%
0.9103	2	< 0.1%
0.8789	1	< 0.1%
0.8705	1	< 0.1%
0.8374	1	< 0.1%
0.7966	1	< 0.1%
0.7824	1	< 0.1%
0.7704	1	< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	815
Distinct (%)	5.1%
Missing	34114
Missing (%)	68.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10186285

Minimum	0
Maximum	1
Zeros	56
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0103
Q1	0.0513
median	0.0761
Q3	0.1231
95-th percentile	0.2779
Maximum	1
Range	1
Interquartile range (IQR)	0.0718

Descriptive statistics

Standard deviation	0.092379964
Coefficient of variation (CV)	0.90690537
Kurtosis	14.276141
Mean	0.10186285
Median Absolute Deviation (MAD)	0.0333
Skewness	2.8583731
Sum	1618.1932
Variance	0.0085340577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0513	739	1.5%
0.0684	734	1.5%
0.077	467	0.9%
0.0599	418	0.8%
0.0855	321	0.6%
0.1231	276	0.6%
0.0616	274	0.5%
0.0068	266	0.5%
0.0137	246	0.5%
0.1026	245	0.5%
Other values (805)	11900	23.8%
(Missing)	34114	68.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	0.1%
0.0009	18	< 0.1%
0.0017	38	0.1%
0.0026	14	< 0.1%
0.0034	67	0.1%
0.0043	24	< 0.1%
0.0051	38	0.1%
0.0056	1	< 0.1%
0.006	16	< 0.1%
0.0064	1	< 0.1%

Value	Count	Frequency (%)
1	12	< 0.1%
0.9654	1	< 0.1%
0.9312	1	< 0.1%
0.8534	2	< 0.1%
0.8482	1	< 0.1%
0.8414	1	< 0.1%
0.7935	2	< 0.1%
0.7422	2	< 0.1%
0.7414	1	< 0.1%
0.726	1	< 0.1%

LIVINGAREA_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3752
Distinct (%)	15.0%
Missing	25041
Missing (%)	50.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.10783432

Minimum	0
Maximum	1
Zeros	46
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0082
Q1	0.0449
median	0.0748
Q3	0.1301
95-th percentile	0.32272
Maximum	1
Range	1
Interquartile range (IQR)	0.0852

Descriptive statistics

Standard deviation	0.11098154
Coefficient of variation (CV)	1.0291858
Kurtosis	11.964055
Mean	0.10783432
Median Absolute Deviation (MAD)	0.0397
Skewness	2.8181834
Sum	2691.4367
Variance	0.012316903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	46	0.1%
0.0714	43	0.1%
0.0149	40	0.1%
0.0709	39	0.1%
0.0522	39	0.1%
0.052	39	0.1%
0.0516	39	0.1%
0.0534	38	0.1%
0.0652	38	0.1%
0.0676	38	0.1%
Other values (3742)	24560	49.1%
(Missing)	25041	50.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	0.1%
0.0003	2	< 0.1%
0.0004	2	< 0.1%
0.0005	4	< 0.1%
0.0006	4	< 0.1%
0.0007	3	< 0.1%
0.0008	5	< 0.1%
0.0009	4	< 0.1%
0.001	7	< 0.1%
0.0011	11	< 0.1%

Value	Count	Frequency (%)
1	25	0.1%
0.9931	2	< 0.1%
0.9694	1	< 0.1%
0.9196	1	< 0.1%
0.9187	2	< 0.1%
0.9101	2	< 0.1%
0.9048	1	< 0.1%
0.9032	1	< 0.1%
0.8911	3	< 0.1%
0.8808	1	< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	120
Distinct (%)	0.8%
Missing	34631
Missing (%)	69.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.0085260589

Minimum	0
Maximum	1
Zeros	9153
Zeros (%)	18.3%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0039
95-th percentile	0.0311
Maximum	1
Range	1
Interquartile range (IQR)	0.0039

Descriptive statistics

Standard deviation	0.046336368
Coefficient of variation (CV)	5.4346761
Kurtosis	295.34279
Mean	0.0085260589
Median Absolute Deviation (MAD)	0
Skewness	15.847326
Sum	131.037
Variance	0.002147059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	9153	18.3%
0.0039	2258	4.5%
0.0078	1077	2.2%
0.0116	641	1.3%
0.0155	413	0.8%
0.0194	313	0.6%
0.0233	202	0.4%
0.0019	198	0.4%
0.0272	159	0.3%
0.0311	144	0.3%
Other values (110)	811	1.6%
(Missing)	34631	69.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9153	18.3%
0.0019	198	0.4%
0.0039	2258	4.5%
0.0058	74	0.1%
0.0078	1077	2.2%
0.0097	49	0.1%
0.0116	641	1.3%
0.0136	27	0.1%
0.0155	413	0.8%
0.0175	11	< 0.1%

Value	Count	Frequency (%)
1	10	< 0.1%
0.9976	1	< 0.1%
0.9782	2	< 0.1%
0.9608	1	< 0.1%
0.9511	1	< 0.1%
0.9394	1	< 0.1%
0.9317	3	< 0.1%
0.889	1	< 0.1%
0.8851	1	< 0.1%
0.7764	2	< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	1984
Distinct (%)	8.8%
Missing	27437
Missing (%)	54.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.028303891

Minimum	0
Maximum	1
Zeros	9933
Zeros (%)	19.9%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.0032
Q3	0.0271
95-th percentile	0.1284
Maximum	1
Range	1
Interquartile range (IQR)	0.0271

Descriptive statistics

Standard deviation	0.070010415
Coefficient of variation (CV)	2.4735261
Kurtosis	66.849525
Mean	0.028303891
Median Absolute Deviation (MAD)	0.0032
Skewness	6.6640562
Sum	638.6207
Variance	0.0049014582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	9933	19.9%
0.0011	86	0.2%
0.0037	84	0.2%
0.0012	83	0.2%
0.0047	73	0.1%
0.0043	71	0.1%
0.0022	68	0.1%
0.0031	68	0.1%
0.0045	66	0.1%
0.0053	66	0.1%
Other values (1974)	11965	23.9%
(Missing)	27437	54.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9933	19.9%
0.0001	26	0.1%
0.0002	17	< 0.1%
0.0003	13	< 0.1%
0.0004	26	0.1%
0.0005	21	< 0.1%
0.0006	21	< 0.1%
0.0007	24	< 0.1%
0.0008	22	< 0.1%
0.0009	38	0.1%

Value	Count	Frequency (%)
1	22	< 0.1%
0.9792	1	< 0.1%
0.9759	3	< 0.1%
0.9756	1	< 0.1%
0.901	1	< 0.1%
0.8833	1	< 0.1%
0.8752	1	< 0.1%
0.8735	1	< 0.1%
0.8385	1	< 0.1%
0.8312	2	< 0.1%

FONDKAPREMONT_MODE
Categorical

HIGH CORRELATION MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	34143
Missing (%)	68.3%
Memory size	3.2 MiB

reg oper account	12086
reg oper spec account	1961
org spec account	909
not specified	901

Overview
Categories

Length

Max length	21
Median length	16
Mean length	16.447878
Min length	13

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	reg oper account
2nd row	reg oper account
3rd row	org spec account
4th row	reg oper account
5th row	reg oper account

Common Values

Value	Count	Frequency (%)
reg oper account	12086	24.2%
reg oper spec account	1961	3.9%
org spec account	909	1.8%
not specified	901	1.8%
(Missing)	34143	68.3%

Length

Histogram of lengths of the category

Common Values (Plot)

HOUSETYPE_MODE
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	25045
Missing (%)	50.1%
Memory size	3.2 MiB

block of flats	24486
specific housing	263
terraced house	206

Overview
Categories

Length

Max length	16
Median length	14
Mean length	14.021078
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	block of flats
2nd row	block of flats
3rd row	block of flats
4th row	block of flats
5th row	block of flats

Common Values

Value	Count	Frequency (%)
block of flats	24486	49.0%
specific housing	263	0.5%
terraced house	206	0.4%
(Missing)	25045	50.1%

Length

Histogram of lengths of the category

Common Values (Plot)

TOTALAREA_MODE
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3702
Distinct (%)	14.3%
Missing	24122
Missing (%)	48.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.10186031

Minimum	0
Maximum	1
Zeros	102
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0067
Q1	0.0407
median	0.0689
Q3	0.127475
95-th percentile	0.306345
Maximum	1
Range	1
Interquartile range (IQR)	0.086775

Descriptive statistics

Standard deviation	0.1055875
Coefficient of variation (CV)	1.0365912
Kurtosis	11.576587
Mean	0.10186031
Median Absolute Deviation (MAD)	0.0378
Skewness	2.7164654
Sum	2635.9411
Variance	0.011148721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	102	0.2%
0.0547	49	0.1%
0.0556	48	0.1%
0.0551	47	0.1%
0.055	43	0.1%
0.0573	43	0.1%
0.057	42	0.1%
0.0548	42	0.1%
0.0686	41	0.1%
0.0609	40	0.1%
Other values (3692)	25381	50.8%
(Missing)	24122	48.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	102	0.2%
0.0001	3	< 0.1%
0.0003	3	< 0.1%
0.0004	3	< 0.1%
0.0005	4	< 0.1%
0.0006	9	< 0.1%
0.0007	8	< 0.1%
0.0008	7	< 0.1%
0.0009	9	< 0.1%
0.001	18	< 0.1%

Value	Count	Frequency (%)
1	22	< 0.1%
0.9746	1	< 0.1%
0.956	2	< 0.1%
0.9486	1	< 0.1%
0.9347	1	< 0.1%
0.9214	1	< 0.1%
0.9195	1	< 0.1%
0.9057	1	< 0.1%
0.8923	1	< 0.1%
0.89	1	< 0.1%

WALLSMATERIAL_MODE
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	25366
Missing (%)	50.7%
Memory size	3.1 MiB

Panel	10759
Stone, brick	10640
Block	1483
Wooden	853
Mixed	357
Other values (2)	542

Overview
Categories

Length

Max length	12
Median length	5
Mean length	8.123772
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Monolithic
2nd row	Panel
3rd row	Stone, brick
4th row	Panel
5th row	Stone, brick

Common Values

Value	Count	Frequency (%)
Panel	10759	21.5%
Stone, brick	10640	21.3%
Block	1483	3.0%
Wooden	853	1.7%
Mixed	357	0.7%
Others	273	0.5%
Monolithic	269	0.5%
(Missing)	25366	50.7%

Length

Histogram of lengths of the category

Common Values (Plot)

EMERGENCYSTATE_MODE
Boolean

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	23670
Missing (%)	47.3%
Memory size	488.3 KiB

False	25968
True	362
(Missing)	23670

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	25968	51.9%
True	362	0.7%
(Missing)	23670	47.3%

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	28
Distinct (%)	0.1%
Missing	166
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.4225428

Minimum	0
Maximum	27
Zeros	26782
Zeros (%)	53.6%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	27
Range	27
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3392621
Coefficient of variation (CV)	1.644423
Kurtosis	10.071175
Mean	1.4225428
Median Absolute Deviation (MAD)	0
Skewness	2.625412
Sum	70891
Variance	5.4721473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	26782	53.6%
1	7827	15.7%
2	4907	9.8%
3	3218	6.4%
4	2247	4.5%
5	1569	3.1%
6	1068	2.1%
7	675	1.4%
8	504	1.0%
9	352	0.7%
Other values (18)	685	1.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26782	53.6%
1	7827	15.7%
2	4907	9.8%
3	3218	6.4%
4	2247	4.5%
5	1569	3.1%
6	1068	2.1%
7	675	1.4%
8	504	1.0%
9	352	0.7%

Value	Count	Frequency (%)
27	1	< 0.1%
26	1	< 0.1%
25	4	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	7	< 0.1%
21	6	< 0.1%
20	7	< 0.1%
19	8	< 0.1%
18	7	< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	166
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.1459646

Minimum	0
Maximum	8
Zeros	44029
Zeros (%)	88.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.44769914
Coefficient of variation (CV)	3.0671761
Kurtosis	20.367886
Mean	0.1459646
Median Absolute Deviation (MAD)	0
Skewness	3.8906456
Sum	7274
Variance	0.20043452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	44029	88.1%
1	4658	9.3%
2	897	1.8%
3	194	0.4%
4	46	0.1%
5	6	< 0.1%
6	3	< 0.1%
8	1	< 0.1%
(Missing)	166	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	44029	88.1%
1	4658	9.3%
2	897	1.8%
3	194	0.4%
4	46	0.1%
5	6	< 0.1%
6	3	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	3	< 0.1%
5	6	< 0.1%
4	46	0.1%
3	194	0.4%
2	897	1.8%
1	4658	9.3%
0	44029	88.1%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	27
Distinct (%)	0.1%
Missing	166
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.4057872

Minimum	0
Maximum	27
Zeros	26899
Zeros (%)	53.8%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	6
Maximum	27
Range	27
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.3182047
Coefficient of variation (CV)	1.6490438
Kurtosis	10.120269
Mean	1.4057872
Median Absolute Deviation (MAD)	0
Skewness	2.6317479
Sum	70056
Variance	5.3740728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	26899	53.8%
1	7847	15.7%
2	4887	9.8%
3	3210	6.4%
4	2212	4.4%
5	1560	3.1%
6	1055	2.1%
7	674	1.3%
8	484	1.0%
9	346	0.7%
Other values (17)	660	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26899	53.8%
1	7847	15.7%
2	4887	9.8%
3	3210	6.4%
4	2212	4.4%
5	1560	3.1%
6	1055	2.1%
7	674	1.3%
8	484	1.0%
9	346	0.7%

Value	Count	Frequency (%)
27	1	< 0.1%
26	1	< 0.1%
25	3	< 0.1%
24	3	< 0.1%
22	7	< 0.1%
21	4	< 0.1%
20	8	< 0.1%
19	10	< 0.1%
18	7	< 0.1%
17	16	< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	166
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.10139664

Minimum	0
Maximum	6
Zeros	45566
Zeros (%)	91.1%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.36112106
Coefficient of variation (CV)	3.5614698
Kurtosis	24.99968
Mean	0.10139664
Median Absolute Deviation (MAD)	0
Skewness	4.3900864
Sum	5053
Variance	0.13040842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	45566	91.1%
1	3643	7.3%
2	494	1.0%
3	106	0.2%
4	22	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
(Missing)	166	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45566	91.1%
1	3643	7.3%
2	494	1.0%
3	106	0.2%
4	22	< 0.1%
5	2	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	2	< 0.1%
4	22	< 0.1%
3	106	0.2%
2	494	1.0%
1	3643	7.3%
0	45566	91.1%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

ZEROS

Distinct	3397
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-962.48572

Minimum	-4128
Maximum	0
Zeros	6134
Zeros (%)	12.3%
Negative	43866
Negative (%)	87.7%
Memory size	781.2 KiB

Quantile statistics

Minimum	-4128
5-th percentile	-2515
Q1	-1567
median	-760
Q3	-276
95-th percentile	0
Maximum	0
Range	4128
Interquartile range (IQR)	1291

Descriptive statistics

Standard deviation	822.90941
Coefficient of variation (CV)	-0.8549835
Kurtosis	-0.30529719
Mean	-962.48572
Median Absolute Deviation (MAD)	625
Skewness	-0.70793874
Sum	-48124286
Variance	677179.89
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	6134	12.3%
-1	423	0.8%
-2	379	0.8%
-3	292	0.6%
-4	205	0.4%
-5	137	0.3%
-7	84	0.2%
-6	82	0.2%
-8	44	0.1%
-239	43	0.1%
Other values (3387)	42177	84.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4128	1	< 0.1%
-4066	1	< 0.1%
-4051	1	< 0.1%
-4046	1	< 0.1%
-4039	1	< 0.1%
-4033	1	< 0.1%
-4026	1	< 0.1%
-4002	1	< 0.1%
-3999	1	< 0.1%
-3988	1	< 0.1%

Value	Count	Frequency (%)
0	6134	12.3%
-1	423	0.8%
-2	379	0.8%
-3	292	0.6%
-4	205	0.4%
-5	137	0.3%
-6	82	0.2%
-7	84	0.2%
-8	44	0.1%
-9	30	0.1%

FLAG_DOCUMENT_2
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49996
1	4

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49996	> 99.9%
1	4	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_3
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

1	35549
0	14451

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	35549	71.1%
0	14451	28.9%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_4
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49994
1	6

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49994	> 99.9%
1	6	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_5
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49252
1	748

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49252	98.5%
1	748	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_6
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	45567
1	4433

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	45567	91.1%
1	4433	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_7
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49994
1	6

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49994	> 99.9%
1	6	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_8
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	45886
1	4114

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	45886	91.8%
1	4114	8.2%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_9
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49805
1	195

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49805	99.6%
1	195	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_10
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49997
1	3

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49997	> 99.9%
1	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_11
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49801
1	199

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49801	99.6%
1	199	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_12
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49999
1	1

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49999	> 99.9%
1	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_13
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49821
1	179

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49821	99.6%
1	179	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_14
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49853
1	147

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49853	99.7%
1	147	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_15
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49931
1	69

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49931	99.9%
1	69	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_16
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49497
1	503

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49497	99.0%
1	503	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_17
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49982
1	18

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49982	> 99.9%
1	18	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_18
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49604
1	396

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49604	99.2%
1	396	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_19
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49965
1	35

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49965	99.9%
1	35	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_20
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49970
1	30

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49970	99.9%
1	30	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

FLAG_DOCUMENT_21
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

0	49981
1	19

Overview
Categories

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	49981	> 99.9%
1	19	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

AMT_REQ_CREDIT_BUREAU_HOUR
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Memory size	2.9 MiB

0.0	42939
1.0	254
2.0	9
4.0	1
3.0	1

Overview
Categories

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	42939	85.9%
1.0	254	0.5%
2.0	9	< 0.1%
4.0	1	< 0.1%
3.0	1	< 0.1%
(Missing)	6796	13.6%

Length

Histogram of lengths of the category

Common Values (Plot)

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.0084251458

Minimum	0
Maximum	8
Zeros	42934
Zeros (%)	85.9%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.13253935
Coefficient of variation (CV)	15.731401
Kurtosis	986.29574
Mean	0.0084251458
Median Absolute Deviation (MAD)	0
Skewness	26.632421
Sum	364
Variance	0.017566679
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	42934	85.9%
1	230	0.5%
2	16	< 0.1%
4	12	< 0.1%
3	6	< 0.1%
6	3	< 0.1%
5	2	< 0.1%
8	1	< 0.1%
(Missing)	6796	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	42934	85.9%
1	230	0.5%
2	16	< 0.1%
3	6	< 0.1%
4	12	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
8	1	< 0.1%

Value	Count	Frequency (%)
8	1	< 0.1%
6	3	< 0.1%
5	2	< 0.1%
4	12	< 0.1%
3	6	< 0.1%
2	16	< 0.1%
1	230	0.5%
0	42934	85.9%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.03545968

Minimum	0
Maximum	6
Zeros	41773
Zeros (%)	83.5%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.20713807
Coefficient of variation (CV)	5.84151
Kurtosis	129.14885
Mean	0.03545968
Median Absolute Deviation (MAD)	0
Skewness	8.6128131
Sum	1532
Variance	0.042906182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	41773	83.5%
1	1379	2.8%
2	28	0.1%
3	9	< 0.1%
4	8	< 0.1%
5	4	< 0.1%
6	3	< 0.1%
(Missing)	6796	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	41773	83.5%
1	1379	2.8%
2	28	0.1%
3	9	< 0.1%
4	8	< 0.1%
5	4	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	4	< 0.1%
4	8	< 0.1%
3	9	< 0.1%
2	28	0.1%
1	1379	2.8%
0	41773	83.5%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.26962781

Minimum	0
Maximum	22
Zeros	36131
Zeros (%)	72.3%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.92830391
Coefficient of variation (CV)	3.4429086
Kurtosis	83.734093
Mean	0.26962781
Median Absolute Deviation (MAD)	0
Skewness	7.5929104
Sum	11649
Variance	0.86174816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	36131	72.3%
1	5360	10.7%
2	828	1.7%
3	328	0.7%
4	184	0.4%
5	94	0.2%
6	62	0.1%
7	55	0.1%
9	41	0.1%
8	36	0.1%
Other values (9)	85	0.2%
(Missing)	6796	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	36131	72.3%
1	5360	10.7%
2	828	1.7%
3	328	0.7%
4	184	0.4%
5	94	0.2%
6	62	0.1%
7	55	0.1%
8	36	0.1%
9	41	0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
17	4	< 0.1%
16	3	< 0.1%
15	4	< 0.1%
14	7	< 0.1%
13	10	< 0.1%
12	14	< 0.1%
11	15	< 0.1%
10	27	0.1%
9	41	0.1%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.26067031

Minimum	0
Maximum	7
Zeros	35085
Zeros (%)	70.2%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.60913604
Coefficient of variation (CV)	2.3368064
Kurtosis	9.2943944
Mean	0.26067031
Median Absolute Deviation (MAD)	0
Skewness	2.7499297
Sum	11262
Variance	0.37104671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	35085	70.2%
1	5494	11.0%
2	2249	4.5%
3	271	0.5%
4	78	0.2%
5	19	< 0.1%
6	6	< 0.1%
7	2	< 0.1%
(Missing)	6796	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35085	70.2%
1	5494	11.0%
2	2249	4.5%
3	271	0.5%
4	78	0.2%
5	19	< 0.1%
6	6	< 0.1%
7	2	< 0.1%

Value	Count	Frequency (%)
7	2	< 0.1%
6	6	< 0.1%
5	19	< 0.1%
4	78	0.2%
3	271	0.5%
2	2249	4.5%
1	5494	11.0%
0	35085	70.2%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	20
Distinct (%)	< 0.1%
Missing	6796
Missing (%)	13.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.8967225

Minimum	0
Maximum	23
Zeros	11677
Zeros (%)	23.4%
Negative	0
Negative (%)	0.0%
Memory size	781.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	6
Maximum	23
Range	23
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.8682205
Coefficient of variation (CV)	0.98497301
Kurtosis	2.5857019
Mean	1.8967225
Median Absolute Deviation (MAD)	1
Skewness	1.28622
Sum	81946
Variance	3.4902478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	11677	23.4%
1	10300	20.6%
2	8169	16.3%
3	5457	10.9%
4	3325	6.7%
5	1968	3.9%
6	1179	2.4%
7	608	1.2%
8	334	0.7%
9	166	0.3%
Other values (10)	21	< 0.1%
(Missing)	6796	13.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11677	23.4%
1	10300	20.6%
2	8169	16.3%
3	5457	10.9%
4	3325	6.7%
5	1968	3.9%
6	1179	2.4%
7	608	1.2%
8	334	0.7%
9	166	0.3%

Value	Count	Frequency (%)
23	1	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
18	3	< 0.1%
17	2	< 0.1%
14	1	< 0.1%
13	2	< 0.1%
12	3	< 0.1%
11	2	< 0.1%
10	5	< 0.1%

Auto

Heatmap
Table

	AMT_ANNUITY	AMT_CREDIT	AMT_GOODS_PRICE	AMT_INCOME_TOTAL	AMT_REQ_CREDIT_BUREAU_DAY	AMT_REQ_CREDIT_BUREAU_HOUR	AMT_REQ_CREDIT_BUREAU_MON	AMT_REQ_CREDIT_BUREAU_QRT	AMT_REQ_CREDIT_BUREAU_WEEK	AMT_REQ_CREDIT_BUREAU_YEAR	APARTMENTS_AVG	APARTMENTS_MEDI	APARTMENTS_MODE	BASEMENTAREA_AVG	BASEMENTAREA_MEDI	BASEMENTAREA_MODE	CNT_CHILDREN	CNT_FAM_MEMBERS	CODE_GENDER	COMMONAREA_AVG	COMMONAREA_MEDI	COMMONAREA_MODE	DAYS_BIRTH	DAYS_EMPLOYED	DAYS_ID_PUBLISH	DAYS_LAST_PHONE_CHANGE	DAYS_REGISTRATION	DEF_30_CNT_SOCIAL_CIRCLE	DEF_60_CNT_SOCIAL_CIRCLE	ELEVATORS_AVG	ELEVATORS_MEDI	ELEVATORS_MODE	EMERGENCYSTATE_MODE	ENTRANCES_AVG	ENTRANCES_MEDI	ENTRANCES_MODE	EXT_SOURCE_1	EXT_SOURCE_2	EXT_SOURCE_3	FLAG_CONT_MOBILE	FLAG_DOCUMENT_10	FLAG_DOCUMENT_11	FLAG_DOCUMENT_12	FLAG_DOCUMENT_13	FLAG_DOCUMENT_14	FLAG_DOCUMENT_15	FLAG_DOCUMENT_16	FLAG_DOCUMENT_17	FLAG_DOCUMENT_18	FLAG_DOCUMENT_19	FLAG_DOCUMENT_2	FLAG_DOCUMENT_20	FLAG_DOCUMENT_21	FLAG_DOCUMENT_3	FLAG_DOCUMENT_4	FLAG_DOCUMENT_5	FLAG_DOCUMENT_6	FLAG_DOCUMENT_7	FLAG_DOCUMENT_8	FLAG_DOCUMENT_9	FLAG_EMAIL	FLAG_EMP_PHONE	FLAG_OWN_CAR	FLAG_OWN_REALTY	FLAG_PHONE	FLAG_WORK_PHONE	FLOORSMAX_AVG	FLOORSMAX_MEDI	FLOORSMAX_MODE	FLOORSMIN_AVG	FLOORSMIN_MEDI	FLOORSMIN_MODE	FONDKAPREMONT_MODE	HOUR_APPR_PROCESS_START	HOUSETYPE_MODE	LANDAREA_AVG	LANDAREA_MEDI	LANDAREA_MODE	LIVE_CITY_NOT_WORK_CITY	LIVE_REGION_NOT_WORK_REGION	LIVINGAPARTMENTS_AVG	LIVINGAPARTMENTS_MEDI	LIVINGAPARTMENTS_MODE	LIVINGAREA_AVG	LIVINGAREA_MEDI	LIVINGAREA_MODE	NAME_CONTRACT_TYPE	NAME_EDUCATION_TYPE	NAME_FAMILY_STATUS	NAME_HOUSING_TYPE	NAME_INCOME_TYPE	NAME_TYPE_SUITE	NONLIVINGAPARTMENTS_AVG	NONLIVINGAPARTMENTS_MEDI	NONLIVINGAPARTMENTS_MODE	NONLIVINGAREA_AVG	NONLIVINGAREA_MEDI	NONLIVINGAREA_MODE	OBS_30_CNT_SOCIAL_CIRCLE	OBS_60_CNT_SOCIAL_CIRCLE	OCCUPATION_TYPE	OWN_CAR_AGE	REGION_POPULATION_RELATIVE	REGION_RATING_CLIENT	REGION_RATING_CLIENT_W_CITY	REG_CITY_NOT_LIVE_CITY	REG_CITY_NOT_WORK_CITY	REG_REGION_NOT_LIVE_REGION	REG_REGION_NOT_WORK_REGION	SK_ID_CURR	TARGET	TOTALAREA_MODE	WALLSMATERIAL_MODE	WEEKDAY_APPR_PROCESS_START	YEARS_BEGINEXPLUATATION_AVG	YEARS_BEGINEXPLUATATION_MEDI	YEARS_BEGINEXPLUATATION_MODE	YEARS_BUILD_AVG	YEARS_BUILD_MEDI	YEARS_BUILD_MODE
AMT_ANNUITY	1.000	0.828	0.825	0.482	0.004	0.000	0.050	0.015	0.020	0.011	0.065	0.063	0.057	0.036	0.033	0.024	0.025	0.096	0.051	0.042	0.041	0.032	0.009	-0.125	0.012	-0.069	0.039	-0.022	-0.026	0.093	0.091	0.087	0.000	0.015	0.013	0.006	0.108	0.121	0.010	0.019	0.000	0.043	0.000	0.043	0.147	0.000	0.023	0.000	0.031	0.000	0.000	0.012	0.010	0.133	0.017	0.000	0.082	0.017	0.120	0.040	0.062	0.111	0.129	0.000	0.023	0.017	0.096	0.094	0.092	0.074	0.073	0.069	0.000	0.059	0.000	-0.013	-0.014	-0.022	0.020	0.067	0.067	0.065	0.057	0.081	0.079	0.070	0.240	0.068	0.062	0.014	0.058	0.012	0.026	0.024	0.017	0.044	0.040	0.031	-0.013	-0.013	0.066	-0.092	0.056	0.115	0.118	0.006	0.018	0.045	0.073	0.005	0.029	0.075	0.021	0.000	0.037	0.036	0.034	0.034	0.032	0.029
AMT_CREDIT	0.828	1.000	0.985	0.409	-0.003	0.000	0.044	0.016	0.005	-0.028	0.051	0.049	0.043	0.034	0.033	0.026	0.001	0.077	0.015	0.035	0.035	0.026	-0.066	-0.117	-0.008	-0.083	0.007	-0.023	-0.029	0.073	0.072	0.068	0.000	0.013	0.011	0.006	0.167	0.124	0.017	0.021	0.000	0.150	0.012	0.088	0.102	0.053	0.077	0.021	0.062	0.025	0.000	0.047	0.015	0.141	0.013	0.008	0.052	0.000	0.082	0.029	0.007	0.069	0.109	0.049	0.036	0.017	0.073	0.073	0.071	0.061	0.061	0.059	0.000	0.058	0.000	-0.011	-0.013	-0.019	0.017	0.049	0.051	0.050	0.042	0.064	0.062	0.054	0.268	0.068	0.068	0.026	0.044	0.012	0.015	0.013	0.008	0.029	0.026	0.019	-0.001	-0.001	0.057	-0.086	0.055	0.099	0.102	0.025	0.023	0.027	0.052	0.004	0.039	0.060	0.010	0.000	0.038	0.038	0.037	0.034	0.033	0.031
AMT_GOODS_PRICE	0.825	0.985	1.000	0.413	-0.002	0.000	0.045	0.018	0.005	-0.030	0.058	0.056	0.051	0.039	0.038	0.030	-0.004	0.076	0.011	0.038	0.037	0.028	-0.070	-0.119	-0.010	-0.087	0.006	-0.023	-0.028	0.078	0.077	0.073	0.000	0.017	0.015	0.009	0.178	0.134	0.025	0.019	0.000	0.152	0.017	0.083	0.094	0.063	0.077	0.022	0.063	0.027	0.000	0.033	0.014	0.130	0.015	0.000	0.051	0.000	0.079	0.029	0.018	0.064	0.111	0.053	0.047	0.026	0.080	0.079	0.077	0.064	0.064	0.062	0.006	0.065	0.000	-0.005	-0.007	-0.014	0.013	0.049	0.057	0.056	0.048	0.071	0.069	0.060	0.248	0.072	0.078	0.026	0.042	0.010	0.018	0.015	0.009	0.032	0.029	0.021	-0.001	-0.001	0.060	-0.098	0.065	0.094	0.097	0.024	0.017	0.025	0.051	0.005	0.040	0.067	0.009	0.004	0.043	0.043	0.042	0.037	0.036	0.034
AMT_INCOME_TOTAL	0.482	0.409	0.413	1.000	0.006	0.000	0.072	0.024	0.015	0.074	0.119	0.117	0.107	0.053	0.051	0.035	0.037	0.043	0.000	0.067	0.066	0.053	0.083	-0.167	0.029	-0.067	0.071	-0.033	-0.034	0.163	0.160	0.154	0.000	0.020	0.019	0.007	0.074	0.170	-0.098	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.167	0.165	0.160	0.111	0.109	0.102	1.000	0.109	0.000	-0.029	-0.031	-0.039	0.000	0.000	0.110	0.108	0.095	0.136	0.133	0.118	0.000	0.000	0.000	0.000	0.000	0.000	0.042	0.040	0.028	0.071	0.066	0.049	-0.028	-0.027	0.000	-0.200	0.092	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.014	0.134	0.000	0.000	0.057	0.056	0.052	0.050	0.049	0.045
AMT_REQ_CREDIT_BUREAU_DAY	0.004	-0.003	-0.002	0.006	1.000	0.394	-0.013	-0.015	0.061	0.005	0.008	0.008	0.007	0.009	0.010	0.006	-0.002	-0.002	0.000	0.011	0.010	0.009	-0.001	0.004	-0.002	-0.001	-0.001	-0.001	0.002	0.002	0.002	0.003	0.000	-0.001	-0.001	-0.001	0.003	0.001	-0.004	0.000	0.000	0.000	0.000	0.000	0.058	0.000	0.011	0.000	0.013	0.000	1.000	0.000	0.000	0.006	0.000	0.000	0.016	0.000	0.011	0.000	0.010	0.010	0.008	0.000	0.000	0.000	0.003	0.003	0.003	0.007	0.007	0.008	0.000	-0.004	0.000	-0.002	-0.001	-0.003	0.007	0.000	0.012	0.012	0.012	-0.000	-0.000	-0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.014	0.012	0.010	0.003	0.003	0.000	-0.001	-0.001	0.000	0.002	0.005	0.008	0.007	0.000	0.000	0.009	0.000	-0.003	0.000	0.001	0.011	0.012	-0.001	-0.001	-0.003	-0.003	-0.003	-0.005
AMT_REQ_CREDIT_BUREAU_HOUR	0.000	0.000	0.000	0.000	0.394	1.000	0.000	0.000	0.000	0.000	0.021	0.021	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.008	0.012	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.030	0.030	0.023	0.000	0.000	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.008	0.000	0.005	0.015	0.019	0.022	0.027	0.027	0.022	0.000	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.030	0.030	0.029	0.000	0.014	0.000	0.018	0.000	0.000	0.000	0.000	0.013	0.008	0.004	0.000	0.000	0.000	0.000	0.002	0.008	0.009	0.008	0.015	0.008	0.000	0.000	0.004	0.000	0.030	0.021	0.021	0.023	0.025	0.022	0.021	0.012	0.011
AMT_REQ_CREDIT_BUREAU_MON	0.050	0.044	0.045	0.072	-0.013	0.000	1.000	-0.034	-0.028	0.026	0.025	0.024	0.023	0.019	0.018	0.017	-0.011	-0.008	0.006	0.005	0.006	0.005	0.017	-0.039	-0.007	-0.044	-0.012	0.009	0.006	0.032	0.031	0.032	0.000	0.009	0.009	0.008	0.005	0.041	-0.016	0.000	0.000	0.000	0.000	0.022	0.000	0.012	0.017	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.042	0.000	0.009	0.000	0.003	0.008	0.000	0.023	0.013	0.008	0.025	0.000	0.032	0.031	0.032	0.017	0.017	0.014	0.029	0.034	0.000	0.013	0.012	0.012	0.013	0.014	0.028	0.028	0.026	0.026	0.025	0.023	0.000	0.009	0.000	0.008	0.019	0.025	0.004	0.002	0.001	0.017	0.014	0.008	-0.004	-0.004	0.000	-0.018	0.047	0.061	0.058	0.000	0.020	0.000	0.008	-0.001	0.011	0.024	0.010	0.000	0.004	0.004	0.004	0.009	0.008	0.009
AMT_REQ_CREDIT_BUREAU_QRT	0.015	0.016	0.018	0.024	-0.015	0.000	-0.034	1.000	-0.031	0.089	-0.012	-0.011	-0.009	-0.008	-0.009	-0.005	-0.008	0.002	0.000	-0.018	-0.017	-0.014	-0.011	0.019	-0.006	-0.010	-0.007	-0.003	-0.001	-0.015	-0.016	-0.014	0.007	-0.003	-0.003	-0.002	0.001	-0.000	-0.020	0.007	0.005	0.006	0.000	0.000	0.012	0.025	0.021	0.000	0.003	0.000	1.000	0.000	0.000	0.008	0.000	0.003	0.011	0.000	0.000	0.000	0.031	0.016	0.011	0.022	0.013	0.034	-0.012	-0.013	-0.012	0.001	0.002	0.002	0.007	-0.000	0.004	-0.010	-0.010	-0.008	0.016	0.014	-0.015	-0.016	-0.013	-0.013	-0.013	-0.011	0.030	0.008	0.011	0.005	0.007	0.000	-0.017	-0.015	-0.015	-0.011	-0.009	-0.008	0.001	0.000	0.000	-0.025	-0.003	0.004	0.008	0.010	0.010	0.013	0.010	-0.005	0.020	-0.013	0.000	0.000	-0.003	-0.004	-0.003	-0.005	-0.005	-0.003
AMT_REQ_CREDIT_BUREAU_WEEK	0.020	0.005	0.005	0.015	0.061	0.000	-0.028	-0.031	1.000	0.018	0.014	0.014	0.012	0.025	0.023	0.021	-0.005	-0.006	0.000	0.006	0.005	0.004	-0.008	0.011	-0.004	-0.006	0.000	-0.010	-0.007	0.009	0.009	0.009	0.000	0.006	0.006	0.006	0.007	0.001	-0.027	0.000	0.000	0.028	0.000	0.000	0.041	0.000	0.018	0.000	0.000	0.000	1.000	0.000	0.000	0.017	0.000	0.000	0.006	0.000	0.000	0.000	0.022	0.011	0.011	0.018	0.007	0.006	0.009	0.009	0.009	0.012	0.012	0.011	0.000	-0.008	0.000	0.013	0.014	0.014	0.008	0.000	0.016	0.016	0.014	0.015	0.016	0.014	0.020	0.000	0.000	0.000	0.000	0.000	0.016	0.015	0.017	0.006	0.007	0.004	-0.004	-0.004	0.009	0.004	-0.007	0.012	0.012	0.004	0.000	0.004	0.006	0.013	0.000	0.014	0.014	0.008	0.006	0.006	0.005	0.008	0.007	0.007
AMT_REQ_CREDIT_BUREAU_YEAR	0.011	-0.028	-0.030	0.074	0.005	0.000	0.026	0.089	0.018	1.000	-0.019	-0.019	-0.018	-0.011	-0.010	-0.012	-0.040	-0.020	0.018	-0.012	-0.012	-0.012	-0.060	0.005	-0.037	-0.150	-0.015	0.014	0.017	-0.026	-0.026	-0.025	0.002	-0.011	-0.011	-0.012	-0.001	-0.027	-0.058	0.015	0.014	0.025	0.000	0.018	0.019	0.000	0.039	0.000	0.029	0.000	1.000	0.007	0.000	0.038	0.000	0.006	0.017	0.000	0.023	0.029	0.049	0.053	0.029	0.048	0.031	0.067	-0.020	-0.019	-0.019	-0.017	-0.016	-0.016	0.012	-0.039	0.000	-0.009	-0.008	-0.009	0.001	0.002	-0.030	-0.029	-0.030	-0.020	-0.020	-0.019	0.048	0.029	0.015	0.000	0.024	0.002	-0.017	-0.014	-0.014	-0.009	-0.007	-0.007	0.019	0.020	0.018	0.013	0.009	0.008	0.009	0.000	0.000	0.000	0.001	0.004	0.015	-0.018	0.007	0.005	-0.016	-0.017	-0.017	-0.016	-0.016	-0.017
APARTMENTS_AVG	0.065	0.051	0.058	0.119	0.008	0.021	0.025	-0.012	0.014	-0.019	1.000	0.996	0.968	0.700	0.695	0.658	-0.016	-0.009	0.010	0.577	0.574	0.552	0.002	-0.021	-0.006	-0.004	0.008	-0.019	-0.025	0.693	0.690	0.679	0.080	0.565	0.558	0.519	0.054	0.094	0.007	0.025	0.000	0.030	0.052	0.035	0.024	0.008	0.019	0.072	0.014	0.000	0.000	0.000	0.000	0.047	0.000	0.000	0.020	0.000	0.056	0.020	0.032	0.029	0.026	0.025	0.060	0.026	0.757	0.756	0.753	0.482	0.480	0.468	0.042	0.077	0.060	0.437	0.434	0.407	0.083	0.013	0.976	0.972	0.947	0.907	0.903	0.877	0.023	0.039	0.007	0.008	0.022	0.019	0.269	0.269	0.252	0.234	0.229	0.208	-0.020	-0.019	0.019	-0.070	0.143	0.131	0.133	0.055	0.098	0.024	0.000	0.007	0.023	0.902	0.143	0.000	0.443	0.441	0.442	0.419	0.417	0.419
APARTMENTS_MEDI	0.063	0.049	0.056	0.117	0.008	0.021	0.024	-0.011	0.014	-0.019	0.996	1.000	0.973	0.697	0.696	0.663	-0.017	-0.010	0.011	0.572	0.573	0.554	0.003	-0.021	-0.006	-0.003	0.009	-0.019	-0.026	0.684	0.687	0.677	0.080	0.565	0.563	0.526	0.054	0.092	0.007	0.007	0.000	0.029	0.050	0.035	0.015	0.011	0.018	0.078	0.013	0.000	0.000	0.000	0.000	0.044	0.000	0.000	0.017	0.000	0.059	0.019	0.032	0.031	0.028	0.026	0.058	0.027	0.751	0.753	0.751	0.477	0.476	0.466	0.043	0.077	0.060	0.437	0.436	0.412	0.083	0.006	0.971	0.973	0.949	0.903	0.906	0.881	0.020	0.040	0.003	0.009	0.023	0.018	0.265	0.269	0.254	0.228	0.230	0.213	-0.019	-0.019	0.022	-0.069	0.140	0.129	0.130	0.055	0.098	0.015	0.000	0.009	0.023	0.896	0.142	0.000	0.441	0.439	0.441	0.416	0.414	0.416
APARTMENTS_MODE	0.057	0.043	0.051	0.107	0.007	0.023	0.023	-0.009	0.012	-0.018	0.968	0.973	1.000	0.678	0.678	0.685	-0.014	-0.007	0.013	0.549	0.551	0.558	0.002	-0.021	-0.008	-0.003	0.006	-0.017	-0.025	0.638	0.644	0.662	0.077	0.560	0.560	0.560	0.052	0.084	0.004	0.000	0.000	0.034	0.051	0.035	0.010	0.015	0.018	0.081	0.011	0.000	0.000	0.000	0.000	0.042	0.000	0.000	0.015	0.000	0.055	0.021	0.027	0.025	0.032	0.022	0.054	0.021	0.721	0.723	0.738	0.450	0.450	0.452	0.038	0.073	0.057	0.435	0.436	0.438	0.078	0.010	0.933	0.936	0.957	0.873	0.878	0.895	0.015	0.037	0.003	0.008	0.019	0.017	0.240	0.250	0.261	0.203	0.211	0.226	-0.016	-0.015	0.021	-0.061	0.129	0.111	0.114	0.050	0.091	0.015	0.000	0.009	0.022	0.877	0.140	0.000	0.423	0.422	0.438	0.388	0.387	0.402
BASEMENTAREA_AVG	0.036	0.034	0.039	0.053	0.009	0.000	0.019	-0.008	0.025	-0.011	0.700	0.697	0.678	1.000	0.995	0.961	-0.004	0.001	0.019	0.480	0.478	0.465	-0.001	-0.013	-0.012	-0.008	-0.028	-0.018	-0.024	0.422	0.419	0.411	0.043	0.666	0.659	0.621	0.038	0.042	0.001	0.000	0.000	0.028	0.056	0.042	0.059	0.029	0.011	0.085	0.020	0.000	0.000	0.039	0.000	0.028	0.000	0.000	0.000	0.000	0.030	0.022	0.023	0.000	0.020	0.008	0.051	0.000	0.433	0.432	0.433	0.271	0.270	0.265	0.047	0.031	0.032	0.409	0.406	0.386	0.047	0.008	0.689	0.688	0.674	0.717	0.713	0.694	0.007	0.024	0.010	0.000	0.000	0.016	0.184	0.185	0.176	0.174	0.172	0.161	-0.012	-0.011	0.021	-0.031	0.068	0.070	0.071	0.031	0.053	0.000	0.000	0.009	0.019	0.710	0.112	0.009	0.313	0.312	0.315	0.305	0.303	0.308
BASEMENTAREA_MEDI	0.033	0.033	0.038	0.051	0.010	0.000	0.018	-0.009	0.023	-0.010	0.695	0.696	0.678	0.995	1.000	0.965	-0.005	0.000	0.018	0.475	0.476	0.464	-0.000	-0.013	-0.012	-0.006	-0.028	-0.020	-0.024	0.414	0.413	0.407	0.041	0.666	0.665	0.628	0.038	0.040	0.000	0.000	0.000	0.027	0.056	0.021	0.059	0.029	0.014	0.085	0.020	0.000	0.000	0.040	0.000	0.027	0.000	0.000	0.000	0.000	0.028	0.022	0.020	0.000	0.018	0.006	0.050	0.000	0.425	0.425	0.426	0.264	0.263	0.259	0.047	0.031	0.032	0.409	0.407	0.389	0.047	0.010	0.683	0.685	0.673	0.710	0.711	0.695	0.009	0.024	0.011	0.000	0.000	0.012	0.179	0.184	0.177	0.168	0.171	0.164	-0.011	-0.011	0.022	-0.030	0.065	0.066	0.067	0.029	0.052	0.000	0.005	0.009	0.020	0.703	0.110	0.007	0.309	0.308	0.312	0.299	0.298	0.303
BASEMENTAREA_MODE	0.024	0.026	0.030	0.035	0.006	0.000	0.017	-0.005	0.021	-0.012	0.658	0.663	0.685	0.961	0.965	1.000	-0.002	0.003	0.008	0.449	0.453	0.470	0.001	-0.013	-0.012	-0.005	-0.027	-0.018	-0.024	0.366	0.371	0.387	0.041	0.649	0.649	0.653	0.031	0.026	-0.000	0.000	0.000	0.028	0.054	0.016	0.043	0.020	0.000	0.089	0.037	0.000	0.000	0.039	0.000	0.018	0.000	0.000	0.000	0.000	0.025	0.041	0.000	0.000	0.017	0.000	0.042	0.000	0.387	0.391	0.405	0.239	0.240	0.247	0.041	0.022	0.031	0.407	0.408	0.420	0.044	0.011	0.641	0.645	0.670	0.671	0.676	0.700	0.000	0.026	0.008	0.000	0.000	0.013	0.151	0.165	0.187	0.138	0.152	0.182	-0.006	-0.005	0.022	-0.022	0.042	0.051	0.052	0.026	0.048	0.000	0.010	0.010	0.014	0.672	0.109	0.000	0.292	0.292	0.312	0.280	0.280	0.299
CNT_CHILDREN	0.025	0.001	-0.004	0.037	-0.002	0.000	-0.011	-0.008	-0.005	-0.040	-0.016	-0.017	-0.014	-0.004	-0.005	-0.002	1.000	0.810	0.021	-0.003	-0.003	-0.001	0.366	-0.159	-0.016	-0.010	0.175	-0.005	-0.004	-0.011	-0.010	-0.009	0.016	-0.011	-0.012	-0.010	-0.158	-0.023	-0.049	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.034	0.000	0.029	0.093	0.000	0.037	0.007	0.011	0.143	0.070	0.011	0.009	0.051	-0.016	-0.015	-0.015	-0.016	-0.015	-0.014	0.029	-0.001	0.000	-0.001	-0.002	0.001	0.059	0.002	-0.017	-0.018	-0.014	-0.017	-0.017	-0.016	0.014	0.005	0.067	0.009	0.055	0.013	0.001	0.003	0.005	0.001	0.002	0.004	0.020	0.019	0.017	0.009	-0.023	0.025	0.025	0.014	0.048	0.000	0.000	0.000	0.014	-0.012	0.006	0.005	0.012	0.013	0.011	0.017	0.017	0.016
CNT_FAM_MEMBERS	0.096	0.077	0.076	0.043	-0.002	0.000	-0.008	0.002	-0.006	-0.020	-0.009	-0.010	-0.007	0.001	0.000	0.003	0.810	1.000	0.046	0.009	0.010	0.013	0.275	-0.175	-0.007	-0.035	0.153	-0.007	-0.008	0.001	0.002	0.005	0.005	-0.001	-0.001	0.002	-0.110	-0.005	-0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.000	0.000	0.000	0.008	0.000	0.000	0.054	0.000	0.029	0.162	0.000	0.059	0.000	0.024	0.249	0.115	0.011	0.035	0.059	-0.002	-0.001	0.000	-0.001	-0.000	0.003	0.029	-0.011	0.000	0.007	0.007	0.010	0.074	0.014	-0.009	-0.009	-0.005	-0.003	-0.003	-0.001	0.035	0.021	0.162	0.007	0.095	0.021	-0.003	-0.002	-0.000	-0.005	-0.004	-0.003	0.025	0.025	0.027	0.003	-0.015	0.027	0.028	0.028	0.070	0.003	0.006	-0.002	0.015	-0.002	0.007	0.005	0.025	0.026	0.024	0.031	0.030	0.029
CODE_GENDER	0.051	0.015	0.011	0.000	0.000	0.000	0.006	0.000	0.000	0.018	0.010	0.011	0.013	0.019	0.018	0.008	0.021	0.046	1.000	0.014	0.010	0.018	0.109	0.158	0.036	0.027	0.061	0.009	0.004	0.030	0.033	0.030	0.005	0.005	0.004	0.000	0.317	0.012	0.013	0.005	0.000	0.010	0.000	0.041	0.000	0.021	0.000	0.012	0.031	0.002	0.000	0.005	0.024	0.092	0.000	0.000	0.101	0.000	0.255	0.003	0.022	0.158	0.337	0.046	0.009	0.043	0.013	0.009	0.011	0.028	0.026	0.025	0.011	0.014	0.007	0.000	0.009	0.010	0.130	0.108	0.017	0.016	0.027	0.021	0.020	0.021	0.015	0.019	0.119	0.051	0.119	0.044	0.017	0.017	0.018	0.015	0.014	0.002	0.006	0.005	0.572	0.082	0.010	0.012	0.011	0.051	0.135	0.025	0.106	0.000	0.055	0.027	0.007	0.000	0.000	0.000	0.013	0.025	0.019	0.018
COMMONAREA_AVG	0.042	0.035	0.038	0.067	0.011	0.006	0.005	-0.018	0.006	-0.012	0.577	0.572	0.549	0.480	0.475	0.449	-0.003	0.009	0.014	1.000	0.997	0.967	0.005	-0.014	-0.009	-0.005	0.025	0.001	-0.003	0.464	0.463	0.454	0.017	0.341	0.336	0.304	0.020	0.029	0.010	0.036	0.000	0.000	0.015	0.039	0.033	0.028	0.027	0.000	0.037	0.000	0.000	0.000	0.000	0.027	0.000	0.000	0.000	0.016	0.059	0.037	0.027	0.000	0.017	0.000	0.050	0.007	0.492	0.493	0.487	0.344	0.342	0.334	0.031	0.019	0.000	0.328	0.326	0.304	0.025	0.041	0.579	0.576	0.560	0.578	0.574	0.552	0.000	0.028	0.000	0.000	0.008	0.000	0.247	0.246	0.231	0.176	0.175	0.160	-0.002	-0.002	0.030	-0.035	0.043	0.112	0.111	0.000	0.026	0.039	0.033	0.005	0.009	0.620	0.071	0.000	0.348	0.347	0.345	0.345	0.344	0.344
COMMONAREA_MEDI	0.041	0.035	0.037	0.066	0.010	0.008	0.006	-0.017	0.005	-0.012	0.574	0.573	0.551	0.478	0.476	0.453	-0.003	0.010	0.010	0.997	1.000	0.971	0.006	-0.015	-0.007	-0.004	0.027	0.000	-0.004	0.459	0.462	0.453	0.017	0.340	0.337	0.306	0.020	0.027	0.010	0.041	0.000	0.000	0.015	0.042	0.036	0.028	0.026	0.000	0.051	0.000	0.000	0.000	0.000	0.026	0.000	0.000	0.008	0.015	0.055	0.034	0.033	0.000	0.022	0.000	0.050	0.000	0.489	0.491	0.485	0.340	0.340	0.332	0.032	0.018	0.000	0.329	0.327	0.308	0.025	0.041	0.576	0.576	0.562	0.576	0.574	0.555	0.000	0.029	0.000	0.000	0.006	0.000	0.243	0.247	0.234	0.172	0.176	0.164	-0.001	-0.001	0.028	-0.035	0.039	0.112	0.111	0.000	0.026	0.039	0.031	0.004	0.011	0.617	0.071	0.004	0.348	0.347	0.346	0.346	0.345	0.345
COMMONAREA_MODE	0.032	0.026	0.028	0.053	0.009	0.012	0.005	-0.014	0.004	-0.012	0.552	0.554	0.558	0.465	0.464	0.470	-0.001	0.013	0.018	0.967	0.971	1.000	0.004	-0.017	-0.008	-0.004	0.023	-0.001	-0.006	0.424	0.432	0.439	0.016	0.341	0.340	0.334	0.017	0.017	0.009	0.048	0.000	0.000	0.016	0.040	0.042	0.028	0.026	0.000	0.018	0.000	0.000	0.000	0.000	0.012	0.000	0.000	0.009	0.017	0.047	0.022	0.021	0.001	0.025	0.000	0.043	0.000	0.458	0.461	0.468	0.322	0.322	0.326	0.031	0.011	0.000	0.332	0.333	0.338	0.019	0.036	0.553	0.555	0.568	0.552	0.554	0.563	0.000	0.029	0.000	0.000	0.000	0.000	0.222	0.235	0.248	0.146	0.162	0.181	0.005	0.005	0.025	-0.025	0.024	0.095	0.096	0.000	0.022	0.030	0.022	0.003	0.013	0.600	0.069	0.000	0.331	0.330	0.341	0.329	0.328	0.341
DAYS_BIRTH	0.009	-0.066	-0.070	0.083	-0.001	0.011	0.017	-0.011	-0.008	-0.060	0.002	0.003	0.002	-0.001	-0.000	0.001	0.366	0.275	0.109	0.005	0.006	0.004	1.000	-0.223	0.270	0.073	0.295	0.004	0.007	-0.001	-0.001	-0.001	0.018	-0.013	-0.013	-0.012	-0.603	-0.101	-0.213	0.013	0.000	0.067	0.000	0.025	0.026	0.011	0.033	0.017	0.055	0.000	0.000	0.000	0.055	0.213	0.008	0.015	0.496	0.006	0.123	0.024	0.094	0.753	0.154	0.131	0.041	0.196	-0.003	-0.002	-0.002	-0.001	-0.000	0.000	0.021	0.094	0.023	0.006	0.005	0.007	0.186	0.087	0.008	0.008	0.010	-0.003	-0.003	-0.003	0.125	0.119	0.184	0.124	0.285	0.028	0.018	0.020	0.019	0.016	0.016	0.015	0.024	0.023	0.073	-0.024	-0.030	0.020	0.023	0.182	0.250	0.062	0.101	0.001	0.079	-0.003	0.017	0.016	0.014	0.014	0.013	0.018	0.019	0.018
DAYS_EMPLOYED	-0.125	-0.117	-0.119	-0.167	0.004	0.000	-0.039	0.019	0.011	0.005	-0.021	-0.021	-0.021	-0.013	-0.013	-0.013	-0.159	-0.175	0.158	-0.014	-0.015	-0.017	-0.223	1.000	-0.114	0.119	-0.032	0.021	0.022	-0.012	-0.013	-0.013	0.000	-0.011	-0.011	-0.014	-0.031	-0.080	-0.008	0.015	0.000	0.029	0.000	0.026	0.023	0.012	0.043	0.006	0.039	0.010	0.000	0.009	0.006	0.249	0.000	0.013	0.592	0.000	0.122	0.023	0.064	1.000	0.152	0.070	0.011	0.234	-0.014	-0.014	-0.015	-0.021	-0.021	-0.024	0.023	-0.054	0.020	-0.013	-0.013	-0.012	0.220	0.096	-0.017	-0.018	-0.020	-0.022	-0.022	-0.021	0.052	0.142	0.265	0.110	1.000	0.053	-0.012	-0.013	-0.016	-0.008	-0.010	-0.010	-0.003	-0.003	1.000	0.041	-0.007	0.039	0.042	0.092	0.256	0.036	0.108	0.002	0.045	-0.019	0.025	0.030	-0.006	-0.006	-0.006	-0.002	-0.002	-0.002
DAYS_ID_PUBLISH	0.012	-0.008	-0.010	0.029	-0.002	0.000	-0.007	-0.006	-0.004	-0.037	-0.006	-0.006	-0.008	-0.012	-0.012	-0.012	-0.016	-0.007	0.036	-0.009	-0.007	-0.008	0.270	-0.114	1.000	0.080	0.098	0.009	0.010	-0.011	-0.011	-0.011	0.017	-0.022	-0.023	-0.023	-0.145	-0.053	-0.133	0.004	0.000	0.021	0.000	0.006	0.003	0.006	0.007	0.008	0.011	0.000	0.001	0.000	0.020	0.071	0.000	0.010	0.199	0.005	0.032	0.018	0.034	0.311	0.023	0.040	0.034	0.071	-0.010	-0.011	-0.012	-0.010	-0.010	-0.011	0.018	0.034	0.007	-0.006	-0.006	-0.008	0.066	0.029	-0.005	-0.004	-0.005	-0.011	-0.011	-0.012	0.063	0.044	0.058	0.045	0.118	0.012	0.006	0.007	0.002	0.010	0.010	0.007	0.003	0.002	0.028	-0.017	-0.015	0.024	0.023	0.083	0.108	0.037	0.046	-0.002	0.049	-0.011	0.014	0.008	-0.015	-0.015	-0.017	-0.010	-0.010	-0.011
DAYS_LAST_PHONE_CHANGE	-0.069	-0.083	-0.087	-0.067	-0.001	0.000	-0.044	-0.010	-0.006	-0.150	-0.004	-0.003	-0.003	-0.008	-0.006	-0.005	-0.010	-0.035	0.027	-0.005	-0.004	-0.004	0.073	0.119	0.080	1.000	0.058	0.005	0.004	-0.003	-0.002	-0.001	0.008	-0.017	-0.016	-0.015	-0.113	-0.205	-0.057	0.037	0.000	0.055	0.000	0.028	0.024	0.015	0.062	0.000	0.064	0.000	0.000	0.019	0.000	0.068	0.000	0.014	0.046	0.000	0.022	0.021	0.027	0.038	0.037	0.051	0.066	0.052	-0.006	-0.006	-0.006	-0.002	-0.003	-0.004	0.000	-0.007	0.000	-0.005	-0.004	-0.002	0.018	0.021	0.007	0.007	0.010	-0.008	-0.007	-0.005	0.070	0.021	0.032	0.024	0.018	0.011	-0.006	-0.008	-0.010	-0.007	-0.006	-0.006	-0.009	-0.010	0.024	-0.000	-0.042	0.053	0.049	0.057	0.046	0.039	0.036	-0.002	0.066	-0.008	0.006	0.000	0.003	0.003	0.003	0.013	0.013	0.014
DAYS_REGISTRATION	0.039	0.007	0.006	0.071	-0.001	0.000	-0.012	-0.007	0.000	-0.015	0.008	0.009	0.006	-0.028	-0.028	-0.027	0.175	0.153	0.061	0.025	0.027	0.023	0.295	-0.032	0.098	0.058	1.000	0.006	0.008	0.011	0.013	0.014	0.000	-0.067	-0.067	-0.065	-0.150	-0.063	-0.103	0.009	0.000	0.013	0.000	0.002	0.011	0.000	0.023	0.000	0.018	0.002	0.010	0.000	0.000	0.053	0.000	0.000	0.170	0.000	0.057	0.011	0.038	0.260	0.088	0.054	0.076	0.076	0.025	0.026	0.026	-0.001	0.000	-0.002	0.017	-0.009	0.022	-0.012	-0.013	-0.013	0.079	0.031	0.018	0.019	0.016	-0.007	-0.006	-0.008	0.024	0.051	0.062	0.046	0.098	0.017	0.041	0.043	0.041	0.038	0.040	0.040	0.019	0.019	0.028	-0.023	-0.043	0.065	0.062	0.080	0.113	0.029	0.040	0.000	0.042	-0.003	0.044	0.010	0.121	0.120	0.117	0.136	0.135	0.132
DEF_30_CNT_SOCIAL_CIRCLE	-0.022	-0.023	-0.023	-0.033	-0.001	0.000	0.009	-0.003	-0.010	0.014	-0.019	-0.019	-0.017	-0.018	-0.020	-0.018	-0.005	-0.007	0.009	0.001	0.000	-0.001	0.004	0.021	0.009	0.005	0.006	1.000	0.846	-0.037	-0.038	-0.035	0.000	-0.004	-0.005	-0.004	-0.039	-0.036	-0.035	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.006	0.012	0.000	0.000	0.005	0.000	0.018	0.000	0.012	0.016	0.022	0.007	0.023	0.000	-0.035	-0.035	-0.034	-0.022	-0.021	-0.021	0.000	-0.011	0.005	0.010	0.010	0.008	0.000	0.020	-0.017	-0.018	-0.017	-0.022	-0.023	-0.021	0.013	0.017	0.000	0.000	0.005	0.002	0.002	-0.001	0.000	-0.012	-0.011	-0.007	0.387	0.389	0.006	0.023	0.021	0.022	0.019	0.000	0.000	0.005	0.020	-0.003	0.029	-0.024	0.013	0.000	-0.023	-0.024	-0.023	-0.017	-0.018	-0.017
DEF_60_CNT_SOCIAL_CIRCLE	-0.026	-0.029	-0.028	-0.034	0.002	0.000	0.006	-0.001	-0.007	0.017	-0.025	-0.026	-0.025	-0.024	-0.024	-0.024	-0.004	-0.008	0.004	-0.003	-0.004	-0.006	0.007	0.022	0.010	0.004	0.008	0.846	1.000	-0.044	-0.043	-0.042	0.008	-0.010	-0.011	-0.010	-0.038	-0.038	-0.031	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.003	0.000	0.013	0.000	0.000	0.016	0.021	0.008	0.021	0.014	-0.040	-0.040	-0.039	-0.022	-0.021	-0.020	0.006	-0.012	0.010	0.003	0.003	0.001	0.000	0.013	-0.024	-0.025	-0.025	-0.029	-0.029	-0.028	0.007	0.017	0.000	0.000	0.006	0.000	-0.001	-0.004	-0.003	-0.013	-0.013	-0.011	0.311	0.313	0.010	0.023	0.021	0.021	0.020	0.000	0.000	0.005	0.015	0.001	0.026	-0.029	0.015	0.005	-0.025	-0.026	-0.026	-0.023	-0.023	-0.023
ELEVATORS_AVG	0.093	0.073	0.078	0.163	0.002	0.030	0.032	-0.015	0.009	-0.026	0.693	0.684	0.638	0.422	0.414	0.366	-0.011	0.001	0.030	0.464	0.459	0.424	-0.001	-0.012	-0.011	-0.003	0.011	-0.037	-0.044	1.000	0.991	0.969	0.049	0.165	0.160	0.120	0.079	0.127	0.013	0.026	0.000	0.033	0.054	0.046	0.031	0.019	0.017	0.044	0.000	0.000	0.000	0.000	0.000	0.058	0.000	0.009	0.000	0.000	0.075	0.000	0.036	0.005	0.038	0.000	0.073	0.026	0.848	0.841	0.822	0.574	0.569	0.547	0.062	0.112	0.047	0.237	0.232	0.199	0.077	0.028	0.686	0.680	0.639	0.724	0.715	0.666	0.026	0.053	0.011	0.000	0.035	0.010	0.216	0.209	0.183	0.222	0.211	0.175	-0.046	-0.045	0.027	-0.110	0.186	0.192	0.188	0.048	0.088	0.033	0.023	0.007	0.039	0.716	0.145	0.011	0.482	0.479	0.468	0.473	0.471	0.463
ELEVATORS_MEDI	0.091	0.072	0.077	0.160	0.002	0.030	0.031	-0.016	0.009	-0.026	0.690	0.687	0.644	0.419	0.413	0.371	-0.010	0.002	0.033	0.463	0.462	0.432	-0.001	-0.013	-0.011	-0.002	0.013	-0.038	-0.043	0.991	1.000	0.978	0.048	0.162	0.160	0.122	0.080	0.124	0.014	0.008	0.000	0.033	0.054	0.047	0.023	0.019	0.017	0.044	0.000	0.000	0.000	0.000	0.000	0.059	0.000	0.010	0.000	0.000	0.076	0.001	0.035	0.008	0.037	0.000	0.071	0.027	0.843	0.845	0.826	0.571	0.571	0.550	0.063	0.110	0.047	0.238	0.235	0.206	0.075	0.028	0.683	0.681	0.645	0.721	0.717	0.673	0.027	0.053	0.013	0.000	0.035	0.009	0.209	0.210	0.188	0.215	0.213	0.183	-0.044	-0.043	0.026	-0.109	0.181	0.189	0.186	0.048	0.086	0.033	0.024	0.008	0.038	0.715	0.144	0.011	0.485	0.484	0.475	0.476	0.476	0.469
ELEVATORS_MODE	0.087	0.068	0.073	0.154	0.003	0.023	0.032	-0.014	0.009	-0.025	0.679	0.677	0.662	0.411	0.407	0.387	-0.009	0.005	0.030	0.454	0.453	0.439	-0.001	-0.013	-0.011	-0.001	0.014	-0.035	-0.042	0.969	0.978	1.000	0.046	0.155	0.153	0.141	0.078	0.117	0.013	0.000	0.000	0.030	0.039	0.044	0.020	0.026	0.018	0.045	0.000	0.000	0.000	0.000	0.000	0.053	0.000	0.005	0.000	0.000	0.069	0.014	0.032	0.019	0.039	0.000	0.060	0.022	0.829	0.830	0.832	0.561	0.561	0.553	0.056	0.108	0.045	0.238	0.235	0.223	0.069	0.025	0.669	0.667	0.654	0.707	0.705	0.687	0.023	0.052	0.013	0.000	0.035	0.006	0.194	0.197	0.191	0.198	0.200	0.193	-0.043	-0.043	0.027	-0.108	0.171	0.167	0.165	0.047	0.080	0.033	0.020	0.006	0.037	0.705	0.143	0.010	0.480	0.479	0.482	0.469	0.468	0.472
EMERGENCYSTATE_MODE	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.002	0.080	0.080	0.077	0.043	0.041	0.041	0.016	0.005	0.005	0.017	0.017	0.016	0.018	0.000	0.017	0.008	0.000	0.000	0.008	0.049	0.048	0.046	1.000	0.119	0.118	0.113	0.044	0.021	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.011	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.015	0.011	0.016	0.014	0.217	0.218	0.221	0.110	0.111	0.114	0.148	0.040	0.049	0.044	0.044	0.043	0.009	0.000	0.051	0.051	0.050	0.081	0.081	0.079	0.004	0.030	0.013	0.031	0.024	0.000	0.000	0.000	0.000	0.014	0.014	0.014	0.010	0.000	0.010	0.025	0.050	0.035	0.034	0.030	0.014	0.006	0.000	0.001	0.000	0.076	0.327	0.000	0.022	0.025	0.000	0.129	0.130	0.129
ENTRANCES_AVG	0.015	0.013	0.017	0.020	-0.001	0.000	0.009	-0.003	0.006	-0.011	0.565	0.565	0.560	0.666	0.666	0.649	-0.011	-0.001	0.005	0.341	0.340	0.341	-0.013	-0.011	-0.022	-0.017	-0.067	-0.004	-0.010	0.165	0.162	0.155	0.119	1.000	0.994	0.960	0.029	0.031	0.011	0.000	0.000	0.034	0.049	0.000	0.000	0.025	0.008	0.062	0.000	0.000	0.000	0.000	0.000	0.022	0.000	0.000	0.017	0.000	0.015	0.012	0.000	0.010	0.027	0.008	0.045	0.017	0.191	0.192	0.199	0.084	0.083	0.086	0.046	0.017	0.104	0.416	0.415	0.403	0.034	0.000	0.538	0.538	0.535	0.615	0.614	0.608	0.000	0.017	0.000	0.017	0.004	0.003	0.130	0.133	0.133	0.119	0.121	0.121	-0.001	-0.001	0.013	-0.016	0.036	0.043	0.044	0.028	0.042	0.013	0.000	0.001	0.018	0.594	0.140	0.008	0.133	0.133	0.141	0.102	0.101	0.109
ENTRANCES_MEDI	0.013	0.011	0.015	0.019	-0.001	0.000	0.009	-0.003	0.006	-0.011	0.558	0.563	0.560	0.659	0.665	0.649	-0.012	-0.001	0.004	0.336	0.337	0.340	-0.013	-0.011	-0.023	-0.016	-0.067	-0.005	-0.011	0.160	0.160	0.153	0.118	0.994	1.000	0.966	0.030	0.030	0.011	0.000	0.000	0.034	0.049	0.000	0.000	0.030	0.008	0.062	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.015	0.000	0.017	0.012	0.000	0.012	0.026	0.011	0.045	0.016	0.185	0.186	0.193	0.080	0.079	0.082	0.045	0.017	0.103	0.413	0.414	0.404	0.035	0.000	0.531	0.535	0.533	0.608	0.613	0.608	0.000	0.018	0.000	0.017	0.004	0.004	0.125	0.132	0.132	0.115	0.121	0.123	-0.001	-0.001	0.014	-0.016	0.036	0.043	0.044	0.028	0.043	0.012	0.001	0.001	0.018	0.587	0.140	0.008	0.128	0.127	0.137	0.096	0.095	0.104
ENTRANCES_MODE	0.006	0.006	0.009	0.007	-0.001	0.000	0.008	-0.002	0.006	-0.012	0.519	0.526	0.560	0.621	0.628	0.653	-0.010	0.002	0.000	0.304	0.306	0.334	-0.012	-0.014	-0.023	-0.015	-0.065	-0.004	-0.010	0.120	0.122	0.141	0.113	0.960	0.966	1.000	0.024	0.021	0.008	0.000	0.000	0.036	0.050	0.000	0.000	0.027	0.009	0.062	0.000	0.000	0.000	0.000	0.000	0.018	0.000	0.000	0.013	0.000	0.011	0.013	0.000	0.010	0.026	0.011	0.038	0.012	0.149	0.152	0.174	0.056	0.056	0.071	0.039	0.013	0.097	0.404	0.406	0.423	0.034	0.003	0.482	0.487	0.521	0.566	0.573	0.604	0.000	0.015	0.000	0.017	0.004	0.000	0.098	0.108	0.137	0.087	0.097	0.134	0.003	0.003	0.011	-0.010	0.021	0.031	0.030	0.025	0.039	0.010	0.008	0.003	0.017	0.552	0.138	0.006	0.108	0.108	0.133	0.072	0.072	0.094
EXT_SOURCE_1	0.108	0.167	0.178	0.074	0.003	0.000	0.005	0.001	0.007	-0.001	0.054	0.054	0.052	0.038	0.038	0.031	-0.158	-0.110	0.317	0.020	0.020	0.017	-0.603	-0.031	-0.145	-0.113	-0.150	-0.039	-0.038	0.079	0.080	0.078	0.044	0.029	0.030	0.024	1.000	0.217	0.166	0.000	0.000	0.013	0.000	0.020	0.010	0.006	0.024	0.016	0.024	0.017	0.000	0.011	0.029	0.060	0.000	0.018	0.219	0.023	0.058	0.007	0.017	0.341	0.073	0.081	0.075	0.090	0.083	0.083	0.082	0.064	0.063	0.062	0.011	0.023	0.007	-0.010	-0.011	-0.013	0.114	0.019	0.043	0.044	0.036	0.071	0.071	0.066	0.014	0.073	0.107	0.080	0.146	0.014	0.034	0.032	0.029	0.039	0.040	0.036	-0.043	-0.043	0.100	-0.119	0.067	0.088	0.084	0.127	0.176	0.019	0.041	-0.002	0.179	0.071	0.022	0.003	0.020	0.020	0.020	0.004	0.003	0.002
EXT_SOURCE_2	0.121	0.124	0.134	0.170	0.001	0.013	0.041	-0.000	0.001	-0.027	0.094	0.092	0.084	0.042	0.040	0.026	-0.023	-0.005	0.012	0.029	0.027	0.017	-0.101	-0.080	-0.053	-0.205	-0.063	-0.036	-0.038	0.127	0.124	0.117	0.021	0.031	0.030	0.021	0.217	1.000	0.098	0.022	0.004	0.013	0.000	0.037	0.022	0.009	0.017	0.008	0.005	0.000	0.007	0.009	0.015	0.047	0.009	0.000	0.035	0.000	0.057	0.028	0.023	0.035	0.054	0.010	0.068	0.022	0.130	0.128	0.124	0.094	0.092	0.086	0.024	0.161	0.024	-0.013	-0.014	-0.020	0.069	0.056	0.077	0.075	0.064	0.106	0.104	0.093	0.021	0.063	0.020	0.025	0.040	0.009	0.030	0.028	0.024	0.057	0.053	0.041	-0.021	-0.021	0.049	-0.131	0.182	0.259	0.254	0.041	0.084	0.039	0.062	-0.002	0.174	0.100	0.024	0.003	0.028	0.027	0.025	0.014	0.013	0.012
EXT_SOURCE_3	0.010	0.017	0.025	-0.098	-0.004	0.000	-0.016	-0.020	-0.027	-0.058	0.007	0.007	0.004	0.001	0.000	-0.000	-0.049	-0.026	0.013	0.010	0.010	0.009	-0.213	-0.008	-0.133	-0.057	-0.103	-0.035	-0.031	0.013	0.014	0.013	0.017	0.011	0.011	0.008	0.166	0.098	1.000	0.012	0.023	0.016	0.000	0.013	0.014	0.000	0.000	0.000	0.011	0.000	1.000	0.024	0.010	0.039	0.005	0.000	0.086	0.019	0.006	0.000	0.054	0.125	0.017	0.040	0.000	0.065	0.014	0.015	0.014	0.015	0.015	0.014	0.000	-0.035	0.000	0.004	0.004	0.003	0.050	0.022	0.009	0.010	0.008	0.009	0.009	0.007	0.008	0.030	0.026	0.032	0.058	0.019	-0.014	-0.017	-0.021	-0.003	-0.004	-0.011	-0.011	-0.011	0.009	0.034	-0.005	0.022	0.023	0.078	0.085	0.053	0.047	-0.000	0.182	0.005	0.006	0.005	0.012	0.011	0.010	0.020	0.019	0.016
FLAG_CONT_MOBILE	0.019	0.021	0.019	0.000	0.000	0.000	0.000	0.007	0.000	0.015	0.025	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.036	0.041	0.048	0.013	0.015	0.004	0.037	0.009	0.000	0.000	0.026	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.022	0.012	1.000	0.000	0.000	0.000	0.055	0.095	0.001	0.057	0.000	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.000	0.027	0.000	0.007	0.015	0.000	0.002	0.000	0.021	0.024	0.025	0.029	0.000	0.000	0.000	0.016	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.014	0.013	0.095	0.017	0.005	0.006	0.074	0.000	0.000	0.000	0.000	0.016	0.015	0.017	0.000	0.000	0.006	0.011	0.020	0.023	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.014	0.000	0.023	0.000	0.000	0.000	0.029	0.032	0.030
FLAG_DOCUMENT_10	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.023	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_11	0.043	0.150	0.152	0.000	0.000	0.000	0.000	0.006	0.028	0.025	0.030	0.029	0.034	0.028	0.027	0.028	0.000	0.000	0.010	0.000	0.000	0.000	0.067	0.029	0.021	0.055	0.013	0.000	0.000	0.033	0.033	0.030	0.000	0.034	0.034	0.036	0.013	0.013	0.016	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.093	0.000	0.005	0.019	0.000	0.015	0.000	0.000	0.029	0.000	0.038	0.000	0.123	0.030	0.031	0.030	0.041	0.043	0.043	0.006	0.010	0.000	0.040	0.037	0.037	0.007	0.006	0.029	0.032	0.039	0.036	0.033	0.035	0.025	0.037	0.034	0.027	0.061	0.026	0.055	0.055	0.055	0.029	0.026	0.028	0.000	0.000	0.042	0.020	0.024	0.012	0.007	0.054	0.034	0.089	0.047	0.004	0.000	0.034	0.000	0.029	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_12	0.000	0.012	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.052	0.050	0.051	0.056	0.056	0.054	0.000	0.000	0.000	0.015	0.015	0.016	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.054	0.054	0.039	0.000	0.049	0.049	0.050	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.018	0.019	0.029	0.008	0.000	0.072	0.071	0.070	0.000	0.000	0.045	0.043	0.041	0.077	0.075	0.077	0.000	0.000	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.138	0.133	0.136	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.079	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_13	0.043	0.088	0.083	0.000	0.000	0.000	0.022	0.000	0.000	0.018	0.035	0.035	0.035	0.042	0.021	0.016	0.000	0.000	0.041	0.039	0.042	0.040	0.025	0.026	0.006	0.028	0.002	0.000	0.000	0.046	0.047	0.044	0.000	0.000	0.000	0.000	0.020	0.037	0.013	0.055	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.032	0.000	0.031	0.000	0.004	0.018	0.000	0.095	0.000	0.003	0.026	0.081	0.062	0.015	0.000	0.040	0.044	0.044	0.049	0.058	0.058	0.000	0.027	0.000	0.017	0.016	0.013	0.000	0.024	0.048	0.050	0.065	0.046	0.044	0.040	0.002	0.031	0.010	0.000	0.043	0.010	0.012	0.013	0.014	0.010	0.000	0.004	0.000	0.000	0.031	0.117	0.048	0.044	0.044	0.003	0.005	0.002	0.019	0.007	0.011	0.029	0.000	0.000	0.000	0.000	0.000	0.033	0.034	0.035
FLAG_DOCUMENT_14	0.147	0.102	0.094	0.000	0.058	0.000	0.000	0.012	0.041	0.019	0.024	0.015	0.010	0.059	0.059	0.043	0.000	0.000	0.000	0.033	0.036	0.042	0.026	0.023	0.003	0.024	0.011	0.000	0.000	0.031	0.023	0.020	0.000	0.000	0.000	0.000	0.010	0.022	0.014	0.095	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.003	0.013	0.000	0.030	0.000	0.000	0.023	0.007	0.057	0.012	0.000	0.043	0.044	0.044	0.028	0.031	0.028	0.024	0.034	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.022	0.021	0.018	0.002	0.046	0.016	0.012	0.070	0.006	0.000	0.000	0.000	0.009	0.006	0.009	0.000	0.000	0.039	0.000	0.041	0.051	0.049	0.005	0.005	0.000	0.018	0.000	0.007	0.023	0.014	0.000	0.000	0.000	0.000	0.015	0.020	0.015
FLAG_DOCUMENT_15	0.000	0.053	0.063	0.000	0.000	0.000	0.012	0.025	0.000	0.000	0.008	0.011	0.015	0.029	0.029	0.020	0.009	0.000	0.021	0.028	0.028	0.028	0.011	0.012	0.006	0.015	0.000	0.000	0.000	0.019	0.019	0.026	0.000	0.025	0.030	0.027	0.006	0.009	0.000	0.001	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.031	0.000	0.000	0.012	0.049	0.036	0.007	0.000	0.019	0.019	0.017	0.018	0.019	0.020	0.011	0.000	0.000	0.023	0.021	0.021	0.000	0.000	0.000	0.000	0.000	0.032	0.030	0.029	0.008	0.030	0.006	0.002	0.014	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.022	0.042	0.072	0.021	0.013	0.012	0.000	0.000	0.000	0.000	0.000	0.009	0.022	0.012	0.000	0.000	0.005	0.000	0.022	0.021	0.024
FLAG_DOCUMENT_16	0.023	0.077	0.077	0.000	0.011	0.000	0.017	0.021	0.018	0.039	0.019	0.018	0.018	0.011	0.014	0.000	0.000	0.009	0.000	0.027	0.026	0.026	0.033	0.043	0.007	0.062	0.023	0.000	0.000	0.017	0.017	0.018	0.000	0.008	0.008	0.009	0.024	0.017	0.000	0.057	0.000	0.002	0.000	0.000	0.000	0.000	1.000	0.000	0.006	0.000	0.000	0.083	0.000	0.031	0.000	0.011	0.026	0.000	0.015	0.007	0.009	0.043	0.000	0.089	0.009	0.000	0.026	0.021	0.018	0.011	0.009	0.011	0.000	0.026	0.004	0.000	0.000	0.000	0.003	0.000	0.007	0.000	0.000	0.018	0.019	0.022	0.022	0.029	0.006	0.028	0.045	0.002	0.022	0.022	0.022	0.000	0.011	0.000	0.000	0.000	0.019	0.018	0.009	0.012	0.013	0.012	0.000	0.007	0.000	0.017	0.007	0.016	0.004	0.000	0.000	0.000	0.000	0.019	0.020	0.032
FLAG_DOCUMENT_17	0.000	0.021	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.072	0.078	0.081	0.085	0.085	0.089	0.000	0.000	0.012	0.000	0.000	0.000	0.017	0.006	0.008	0.000	0.000	0.000	0.000	0.044	0.044	0.045	0.000	0.062	0.062	0.062	0.016	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.006	0.000	0.010	0.007	0.006	0.000	0.000	0.000	0.010	0.012	0.000	0.031	0.000	0.016	0.028	0.028	0.028	0.000	0.000	0.000	0.000	0.000	0.057	0.053	0.051	0.000	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.013	0.009	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_18	0.031	0.062	0.063	0.000	0.013	0.000	0.000	0.003	0.000	0.029	0.014	0.013	0.011	0.020	0.020	0.037	0.000	0.000	0.031	0.037	0.051	0.018	0.055	0.039	0.011	0.064	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.005	0.011	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	1.000	0.000	0.000	0.113	0.015	0.004	0.000	0.009	0.024	0.000	0.012	0.010	0.004	0.039	0.006	0.087	0.000	0.027	0.007	0.004	0.000	0.024	0.017	0.007	0.007	0.020	0.001	0.006	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.036	0.023	0.030	0.050	0.009	0.054	0.054	0.054	0.012	0.021	0.014	0.000	0.002	0.034	0.000	0.012	0.011	0.012	0.014	0.015	0.000	0.000	0.000	0.004	0.000	0.000	0.011	0.000	0.000	0.000	0.033	0.034	0.028
FLAG_DOCUMENT_19	0.000	0.025	0.027	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.014	0.000	0.014	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.011	0.000	0.024	0.012	0.019	0.000	0.010	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.007	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_2	0.000	0.000	0.000	0.000	1.000	1.000	1.000	1.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.010	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.027	0.027	0.000	0.000	0.000	0.013	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_20	0.012	0.047	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.000	0.039	0.040	0.039	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.009	0.000	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.009	0.024	0.000	0.000	0.000	0.000	0.032	0.021	0.000	0.083	0.000	0.113	0.014	0.000	1.000	0.020	0.000	0.000	0.000	0.004	0.000	0.008	0.000	0.000	0.009	0.000	0.016	0.006	0.002	0.000	0.000	0.000	0.000	0.004	0.008	0.000	0.005	0.000	0.017	0.034	0.035	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.008	0.009	0.003	0.005	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.007	0.006	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_21	0.010	0.015	0.014	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.024	0.000	0.000	0.000	0.055	0.006	0.020	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.029	0.015	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.015	0.000	0.000	0.020	1.000	0.022	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.010	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.018	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.055	0.004	0.013	0.015	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.008	0.007	0.000	0.000	0.000	0.000	0.000	0.010	0.000	0.000	0.006	0.000	0.000	0.000	0.011	0.012	0.016
FLAG_DOCUMENT_3	0.133	0.141	0.130	0.000	0.006	0.000	0.000	0.008	0.017	0.038	0.047	0.044	0.042	0.028	0.027	0.018	0.034	0.054	0.092	0.027	0.026	0.012	0.213	0.249	0.071	0.068	0.053	0.012	0.005	0.058	0.059	0.053	0.011	0.022	0.023	0.018	0.060	0.047	0.039	0.000	0.008	0.093	0.000	0.031	0.000	0.000	0.031	0.000	0.004	0.014	0.011	0.000	0.022	1.000	0.014	0.193	0.489	0.014	0.470	0.098	0.008	0.249	0.071	0.038	0.020	0.060	0.086	0.085	0.084	0.067	0.067	0.065	0.000	0.013	0.022	0.000	0.000	0.000	0.052	0.013	0.044	0.045	0.043	0.050	0.047	0.044	0.475	0.054	0.059	0.000	0.258	0.027	0.000	0.000	0.007	0.010	0.014	0.014	0.029	0.030	0.138	0.043	0.102	0.090	0.087	0.000	0.051	0.027	0.019	0.000	0.043	0.051	0.051	0.019	0.000	0.000	0.008	0.028	0.031	0.029
FLAG_DOCUMENT_4	0.017	0.013	0.015	0.000	0.000	0.000	0.042	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.016	0.000	0.000	0.000	0.034	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.006	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
FLAG_DOCUMENT_5	0.000	0.008	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.029	0.000	0.000	0.000	0.000	0.015	0.013	0.010	0.014	0.000	0.000	0.000	0.009	0.010	0.005	0.000	0.000	0.000	0.000	0.018	0.000	0.000	0.000	0.000	0.005	0.000	0.004	0.003	0.000	0.011	0.000	0.009	0.000	0.000	0.000	0.000	0.193	0.000	1.000	0.038	0.000	0.036	0.005	0.000	0.013	0.009	0.008	0.078	0.026	0.021	0.022	0.017	0.033	0.031	0.025	0.000	0.027	0.004	0.000	0.000	0.000	0.014	0.015	0.029	0.024	0.045	0.011	0.008	0.016	0.033	0.000	0.011	0.008	0.013	0.005	0.029	0.028	0.024	0.014	0.023	0.010	0.014	0.013	0.013	0.000	0.022	0.013	0.016	0.000	0.012	0.011	0.020	0.000	0.000	0.000	0.000	0.011	0.000	0.000	0.000	0.018	0.012	0.000
FLAG_DOCUMENT_6	0.082	0.052	0.051	0.000	0.016	0.000	0.009	0.011	0.006	0.017	0.020	0.017	0.015	0.000	0.000	0.000	0.093	0.162	0.101	0.000	0.008	0.009	0.496	0.592	0.199	0.046	0.170	0.005	0.003	0.000	0.000	0.000	0.000	0.017	0.015	0.013	0.219	0.035	0.086	0.009	0.000	0.019	0.000	0.018	0.013	0.008	0.026	0.000	0.024	0.005	0.000	0.004	0.000	0.489	0.000	0.038	1.000	0.000	0.093	0.018	0.043	0.592	0.102	0.041	0.016	0.136	0.011	0.005	0.006	0.000	0.000	0.000	0.027	0.071	0.016	0.015	0.013	0.009	0.131	0.057	0.010	0.011	0.019	0.000	0.000	0.000	0.096	0.095	0.179	0.072	0.592	0.039	0.000	0.000	0.000	0.012	0.011	0.000	0.000	0.000	0.047	0.054	0.031	0.019	0.020	0.057	0.156	0.023	0.065	0.000	0.026	0.017	0.020	0.026	0.000	0.008	0.022	0.016	0.014	0.006
FLAG_DOCUMENT_7	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.015	0.017	0.006	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.019	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.014	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.004	0.000	0.006	0.000	0.067	0.066	0.067	0.075	0.074	0.075	0.000	0.024	0.000	0.000	0.000	0.000	0.000	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.031	0.006	0.408	0.000	0.235	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.007	0.008	0.008	0.000	0.000	0.000	0.009	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.019	0.022
FLAG_DOCUMENT_8	0.120	0.082	0.079	0.000	0.011	0.000	0.003	0.000	0.000	0.023	0.056	0.059	0.055	0.030	0.028	0.025	0.037	0.059	0.255	0.059	0.055	0.047	0.123	0.122	0.032	0.022	0.057	0.018	0.013	0.075	0.076	0.069	0.015	0.015	0.017	0.011	0.058	0.057	0.006	0.027	0.000	0.015	0.005	0.095	0.030	0.031	0.015	0.006	0.012	0.000	0.000	0.008	0.000	0.470	0.000	0.036	0.093	0.000	1.000	0.018	0.028	0.122	0.227	0.034	0.008	0.025	0.088	0.088	0.084	0.081	0.081	0.079	0.029	0.044	0.012	0.026	0.023	0.022	0.043	0.066	0.065	0.063	0.066	0.060	0.059	0.055	0.082	0.079	0.065	0.030	0.136	0.019	0.017	0.017	0.020	0.020	0.021	0.024	0.023	0.023	0.211	0.062	0.119	0.120	0.119	0.022	0.044	0.021	0.062	0.008	0.010	0.060	0.044	0.000	0.000	0.005	0.002	0.043	0.044	0.041
FLAG_DOCUMENT_9	0.040	0.029	0.029	0.000	0.000	0.000	0.008	0.000	0.000	0.029	0.020	0.019	0.021	0.022	0.022	0.041	0.007	0.000	0.003	0.037	0.034	0.022	0.024	0.023	0.018	0.021	0.011	0.000	0.000	0.000	0.001	0.014	0.000	0.012	0.012	0.013	0.007	0.028	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.010	0.000	0.000	0.000	0.000	0.098	0.000	0.005	0.018	0.000	0.018	1.000	0.011	0.023	0.010	0.000	0.015	0.015	0.040	0.041	0.040	0.031	0.032	0.021	0.016	0.018	0.000	0.000	0.000	0.000	0.007	0.017	0.023	0.024	0.022	0.030	0.028	0.026	0.007	0.023	0.017	0.006	0.037	0.000	0.000	0.000	0.000	0.022	0.030	0.024	0.005	0.004	0.041	0.000	0.056	0.056	0.054	0.000	0.003	0.011	0.021	0.001	0.002	0.017	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.008
FLAG_EMAIL	0.062	0.007	0.018	0.000	0.010	0.015	0.000	0.031	0.022	0.049	0.032	0.032	0.027	0.023	0.020	0.000	0.011	0.024	0.022	0.027	0.033	0.021	0.094	0.064	0.034	0.027	0.038	0.012	0.000	0.036	0.035	0.032	0.000	0.000	0.000	0.000	0.017	0.023	0.054	0.007	0.000	0.000	0.000	0.003	0.000	0.000	0.009	0.000	0.004	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.043	0.000	0.028	0.011	1.000	0.064	0.030	0.031	0.009	0.010	0.050	0.047	0.048	0.046	0.043	0.038	0.000	0.022	0.015	0.006	0.016	0.013	0.003	0.035	0.025	0.024	0.019	0.035	0.033	0.032	0.000	0.090	0.033	0.021	0.084	0.009	0.000	0.000	0.000	0.029	0.033	0.028	0.000	0.000	0.074	0.031	0.068	0.069	0.064	0.014	0.000	0.018	0.036	0.012	0.010	0.034	0.020	0.000	0.000	0.000	0.000	0.024	0.024	0.025
FLAG_EMP_PHONE	0.111	0.069	0.064	0.000	0.010	0.000	0.023	0.016	0.011	0.053	0.029	0.031	0.025	0.000	0.000	0.000	0.143	0.249	0.158	0.000	0.000	0.001	0.753	1.000	0.311	0.038	0.260	0.016	0.016	0.005	0.008	0.019	0.000	0.010	0.012	0.010	0.341	0.035	0.125	0.015	0.000	0.029	0.000	0.026	0.023	0.012	0.043	0.006	0.039	0.011	0.000	0.009	0.006	0.249	0.000	0.013	0.592	0.000	0.122	0.023	0.064	1.000	0.152	0.070	0.011	0.234	0.005	0.011	0.012	0.000	0.005	0.000	0.023	0.101	0.020	0.011	0.010	0.008	0.220	0.096	0.027	0.026	0.026	0.020	0.015	0.015	0.052	0.142	0.265	0.110	1.000	0.053	0.006	0.003	0.000	0.034	0.028	0.021	0.007	0.012	0.010	0.060	0.055	0.039	0.042	0.092	0.256	0.036	0.108	0.017	0.045	0.019	0.025	0.030	0.000	0.001	0.011	0.021	0.022	0.026
FLAG_OWN_CAR	0.129	0.109	0.111	0.003	0.008	0.000	0.013	0.011	0.011	0.029	0.026	0.028	0.032	0.020	0.018	0.017	0.070	0.115	0.337	0.017	0.022	0.025	0.154	0.152	0.023	0.037	0.088	0.022	0.021	0.038	0.037	0.039	0.015	0.027	0.026	0.026	0.073	0.054	0.017	0.000	0.000	0.000	0.000	0.081	0.007	0.049	0.000	0.000	0.006	0.000	0.000	0.000	0.010	0.071	0.000	0.009	0.102	0.004	0.227	0.010	0.030	0.152	1.000	0.000	0.000	0.014	0.038	0.040	0.042	0.032	0.032	0.032	0.015	0.022	0.002	0.009	0.010	0.013	0.083	0.050	0.025	0.017	0.029	0.031	0.034	0.036	0.000	0.095	0.166	0.044	0.154	0.042	0.000	0.000	0.000	0.019	0.017	0.023	0.008	0.007	0.259	1.000	0.042	0.019	0.020	0.007	0.072	0.000	0.043	0.016	0.017	0.037	0.030	0.000	0.000	0.000	0.005	0.051	0.050	0.049
FLAG_OWN_REALTY	0.000	0.049	0.053	0.000	0.000	0.008	0.008	0.022	0.018	0.048	0.025	0.026	0.022	0.008	0.006	0.000	0.011	0.011	0.046	0.000	0.000	0.000	0.131	0.070	0.040	0.051	0.054	0.007	0.008	0.000	0.000	0.000	0.011	0.008	0.011	0.011	0.081	0.010	0.040	0.002	0.000	0.038	0.000	0.062	0.057	0.036	0.089	0.010	0.087	0.024	0.000	0.016	0.000	0.038	0.000	0.008	0.041	0.000	0.034	0.000	0.031	0.070	0.000	1.000	0.041	0.114	0.021	0.021	0.021	0.018	0.016	0.013	0.022	0.130	0.033	0.017	0.007	0.000	0.044	0.016	0.000	0.000	0.000	0.000	0.008	0.014	0.067	0.028	0.050	0.230	0.072	0.060	0.022	0.022	0.021	0.011	0.012	0.007	0.009	0.008	0.024	0.009	0.046	0.010	0.012	0.064	0.068	0.045	0.039	0.000	0.000	0.000	0.032	0.020	0.000	0.000	0.000	0.000	0.002	0.011
FLAG_PHONE	0.023	0.036	0.047	0.000	0.000	0.000	0.025	0.013	0.007	0.031	0.060	0.058	0.054	0.051	0.050	0.042	0.009	0.035	0.009	0.050	0.050	0.043	0.041	0.011	0.034	0.066	0.076	0.023	0.021	0.073	0.071	0.060	0.016	0.045	0.045	0.038	0.075	0.068	0.000	0.000	0.000	0.000	0.000	0.015	0.012	0.007	0.009	0.007	0.000	0.012	0.000	0.006	0.000	0.020	0.006	0.078	0.016	0.006	0.008	0.015	0.009	0.011	0.000	0.041	1.000	0.297	0.083	0.082	0.080	0.067	0.065	0.061	0.027	0.069	0.019	0.024	0.024	0.026	0.021	0.007	0.048	0.049	0.033	0.070	0.066	0.059	0.015	0.026	0.025	0.031	0.018	0.016	0.016	0.016	0.020	0.001	0.000	0.000	0.031	0.031	0.051	0.061	0.124	0.097	0.091	0.053	0.044	0.000	0.004	0.000	0.027	0.057	0.044	0.007	0.011	0.000	0.003	0.026	0.025	0.013
FLAG_WORK_PHONE	0.017	0.017	0.026	0.000	0.000	0.005	0.000	0.034	0.006	0.067	0.026	0.027	0.021	0.000	0.000	0.000	0.051	0.059	0.043	0.007	0.000	0.000	0.196	0.234	0.071	0.052	0.076	0.000	0.014	0.026	0.027	0.022	0.014	0.017	0.016	0.012	0.090	0.022	0.065	0.021	0.000	0.123	0.000	0.000	0.000	0.000	0.000	0.006	0.027	0.019	0.000	0.002	0.005	0.060	0.000	0.026	0.136	0.000	0.025	0.015	0.010	0.234	0.014	0.114	0.297	1.000	0.040	0.041	0.039	0.024	0.022	0.016	0.017	0.066	0.011	0.016	0.028	0.022	0.108	0.041	0.031	0.030	0.028	0.014	0.010	0.013	0.035	0.009	0.078	0.025	0.244	0.025	0.020	0.019	0.019	0.000	0.000	0.000	0.014	0.014	0.022	0.075	0.034	0.010	0.013	0.041	0.117	0.065	0.070	0.000	0.025	0.012	0.041	0.027	0.010	0.005	0.000	0.010	0.000	0.015
FLOORSMAX_AVG	0.096	0.073	0.080	0.167	0.003	0.015	0.032	-0.012	0.009	-0.020	0.757	0.751	0.721	0.433	0.425	0.387	-0.016	-0.002	0.013	0.492	0.489	0.458	-0.003	-0.014	-0.010	-0.006	0.025	-0.035	-0.040	0.848	0.843	0.829	0.217	0.191	0.185	0.149	0.083	0.130	0.014	0.024	0.000	0.030	0.000	0.040	0.043	0.019	0.026	0.000	0.007	0.000	0.000	0.000	0.000	0.086	0.000	0.021	0.011	0.067	0.088	0.040	0.050	0.005	0.038	0.021	0.083	0.040	1.000	0.995	0.982	0.661	0.656	0.635	0.099	0.106	0.108	0.272	0.268	0.239	0.116	0.063	0.726	0.721	0.691	0.783	0.778	0.746	0.043	0.072	0.020	0.023	0.048	0.014	0.249	0.242	0.216	0.247	0.235	0.198	-0.037	-0.036	0.040	-0.112	0.186	0.251	0.245	0.091	0.145	0.041	0.057	0.004	0.042	0.778	0.272	0.009	0.578	0.575	0.567	0.566	0.564	0.556
FLOORSMAX_MEDI	0.094	0.073	0.079	0.165	0.003	0.019	0.031	-0.013	0.009	-0.019	0.756	0.753	0.723	0.432	0.425	0.391	-0.015	-0.001	0.009	0.493	0.491	0.461	-0.002	-0.014	-0.011	-0.006	0.026	-0.035	-0.040	0.841	0.845	0.830	0.218	0.192	0.186	0.152	0.083	0.128	0.015	0.025	0.000	0.031	0.000	0.044	0.044	0.019	0.021	0.000	0.004	0.010	0.000	0.000	0.000	0.085	0.000	0.022	0.005	0.066	0.088	0.041	0.047	0.011	0.040	0.021	0.082	0.041	0.995	1.000	0.987	0.656	0.657	0.636	0.099	0.104	0.109	0.273	0.270	0.243	0.115	0.064	0.724	0.722	0.694	0.782	0.781	0.749	0.041	0.072	0.020	0.024	0.049	0.014	0.246	0.242	0.218	0.244	0.236	0.201	-0.036	-0.035	0.041	-0.112	0.181	0.248	0.242	0.091	0.144	0.040	0.058	0.005	0.043	0.778	0.277	0.006	0.580	0.579	0.571	0.568	0.568	0.560
FLOORSMAX_MODE	0.092	0.071	0.077	0.160	0.003	0.022	0.032	-0.012	0.009	-0.019	0.753	0.751	0.738	0.433	0.426	0.405	-0.015	0.000	0.011	0.487	0.485	0.468	-0.002	-0.015	-0.012	-0.006	0.026	-0.034	-0.039	0.822	0.826	0.832	0.221	0.199	0.193	0.174	0.082	0.124	0.014	0.029	0.000	0.030	0.000	0.044	0.044	0.017	0.018	0.000	0.000	0.006	0.000	0.000	0.000	0.084	0.000	0.017	0.006	0.067	0.084	0.040	0.048	0.012	0.042	0.021	0.080	0.039	0.982	0.987	1.000	0.645	0.646	0.640	0.096	0.103	0.115	0.278	0.274	0.258	0.113	0.065	0.719	0.718	0.703	0.777	0.776	0.761	0.040	0.072	0.019	0.025	0.049	0.012	0.234	0.232	0.220	0.232	0.226	0.209	-0.035	-0.034	0.041	-0.112	0.175	0.240	0.235	0.089	0.142	0.039	0.058	0.003	0.044	0.776	0.279	0.003	0.575	0.574	0.578	0.559	0.559	0.561
FLOORSMIN_AVG	0.074	0.061	0.064	0.111	0.007	0.027	0.017	0.001	0.012	-0.017	0.482	0.477	0.450	0.271	0.264	0.239	-0.016	-0.001	0.028	0.344	0.340	0.322	-0.001	-0.021	-0.010	-0.002	-0.001	-0.022	-0.022	0.574	0.571	0.561	0.110	0.084	0.080	0.056	0.064	0.094	0.015	0.000	0.000	0.041	0.018	0.049	0.028	0.018	0.011	0.010	0.024	0.000	0.000	0.000	0.000	0.067	0.000	0.033	0.000	0.075	0.081	0.031	0.046	0.000	0.032	0.018	0.067	0.024	0.661	0.656	0.645	1.000	0.996	0.984	0.053	0.100	0.061	0.164	0.161	0.138	0.069	0.078	0.495	0.492	0.472	0.514	0.510	0.481	0.036	0.050	0.016	0.021	0.048	0.004	0.167	0.162	0.144	0.138	0.129	0.098	-0.033	-0.033	0.032	-0.124	0.195	0.215	0.209	0.044	0.083	0.036	0.076	-0.013	0.029	0.497	0.193	0.000	0.348	0.344	0.340	0.352	0.350	0.345
FLOORSMIN_MEDI	0.073	0.061	0.064	0.109	0.007	0.027	0.017	0.002	0.012	-0.016	0.480	0.476	0.450	0.270	0.263	0.240	-0.015	-0.000	0.026	0.342	0.340	0.322	-0.000	-0.021	-0.010	-0.003	0.000	-0.021	-0.021	0.569	0.571	0.561	0.111	0.083	0.079	0.056	0.063	0.092	0.015	0.000	0.000	0.043	0.018	0.058	0.031	0.019	0.009	0.012	0.017	0.000	0.000	0.004	0.000	0.067	0.000	0.031	0.000	0.074	0.081	0.032	0.043	0.005	0.032	0.016	0.065	0.022	0.656	0.657	0.646	0.996	1.000	0.987	0.052	0.099	0.062	0.165	0.163	0.141	0.070	0.078	0.493	0.491	0.472	0.512	0.510	0.481	0.034	0.050	0.016	0.021	0.048	0.005	0.164	0.162	0.145	0.134	0.128	0.100	-0.031	-0.031	0.033	-0.124	0.191	0.212	0.206	0.044	0.084	0.045	0.078	-0.012	0.030	0.495	0.195	0.000	0.349	0.346	0.341	0.354	0.352	0.347
FLOORSMIN_MODE	0.069	0.059	0.062	0.102	0.008	0.022	0.014	0.002	0.011	-0.016	0.468	0.466	0.452	0.265	0.259	0.247	-0.014	0.003	0.025	0.334	0.332	0.326	0.000	-0.024	-0.011	-0.004	-0.002	-0.021	-0.020	0.547	0.550	0.553	0.114	0.086	0.082	0.071	0.062	0.086	0.014	0.000	0.000	0.043	0.019	0.058	0.028	0.020	0.011	0.000	0.007	0.000	0.000	0.008	0.000	0.065	0.000	0.025	0.000	0.075	0.079	0.021	0.038	0.000	0.032	0.013	0.061	0.016	0.635	0.636	0.640	0.984	0.987	1.000	0.062	0.095	0.064	0.167	0.165	0.153	0.070	0.078	0.482	0.480	0.474	0.499	0.497	0.481	0.033	0.049	0.016	0.021	0.046	0.004	0.151	0.149	0.147	0.120	0.117	0.105	-0.029	-0.029	0.033	-0.121	0.182	0.203	0.198	0.044	0.084	0.042	0.078	-0.014	0.029	0.484	0.198	0.008	0.337	0.335	0.338	0.342	0.341	0.345
FONDKAPREMONT_MODE	0.000	0.000	0.006	1.000	0.000	0.000	0.029	0.007	0.000	0.012	0.042	0.043	0.038	0.047	0.047	0.041	0.029	0.029	0.011	0.031	0.032	0.031	0.021	0.023	0.018	0.000	0.017	0.000	0.006	0.062	0.063	0.056	0.148	0.046	0.045	0.039	0.011	0.024	0.000	0.016	0.017	0.006	0.029	0.000	0.024	0.011	0.000	0.031	0.007	0.000	0.010	0.000	0.023	0.000	0.000	0.000	0.027	0.000	0.029	0.016	0.000	0.023	0.015	0.022	0.027	0.017	0.099	0.099	0.096	0.053	0.052	0.062	1.000	0.022	0.095	0.045	0.041	0.037	0.021	0.000	0.042	0.043	0.040	0.047	0.048	0.047	0.018	0.017	0.000	0.030	0.020	0.000	0.017	0.017	0.019	0.048	0.046	0.047	0.013	0.010	0.028	0.030	0.073	0.041	0.042	0.020	0.026	0.000	0.000	0.017	0.015	0.052	0.108	0.000	0.038	0.029	0.021	0.083	0.083	0.078
HOUR_APPR_PROCESS_START	0.059	0.058	0.065	0.109	-0.004	0.018	0.034	-0.000	-0.008	-0.039	0.077	0.077	0.073	0.031	0.031	0.022	-0.001	-0.011	0.014	0.019	0.018	0.011	0.094	-0.054	0.034	-0.007	-0.009	-0.011	-0.012	0.112	0.110	0.108	0.040	0.017	0.017	0.013	0.023	0.161	-0.035	0.010	0.000	0.010	0.008	0.027	0.034	0.000	0.026	0.000	0.020	0.000	0.000	0.005	0.018	0.013	0.000	0.027	0.071	0.024	0.044	0.018	0.022	0.101	0.022	0.130	0.069	0.066	0.106	0.104	0.103	0.100	0.099	0.095	0.022	1.000	0.007	0.001	-0.001	-0.003	0.030	0.059	0.067	0.066	0.059	0.085	0.084	0.077	0.048	0.051	0.023	0.026	0.046	0.021	0.029	0.029	0.023	0.039	0.038	0.033	-0.018	-0.018	0.027	-0.136	0.126	0.226	0.207	0.019	0.024	0.053	0.071	0.000	0.032	0.076	0.044	0.034	-0.007	-0.007	-0.007	-0.016	-0.016	-0.018
HOUSETYPE_MODE	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.060	0.060	0.057	0.032	0.032	0.031	0.000	0.000	0.007	0.000	0.000	0.000	0.023	0.020	0.007	0.000	0.022	0.005	0.010	0.047	0.047	0.045	0.049	0.104	0.103	0.097	0.007	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.004	0.016	0.001	0.000	0.000	0.000	0.021	0.022	0.000	0.004	0.016	0.000	0.012	0.000	0.015	0.020	0.002	0.033	0.019	0.011	0.108	0.109	0.115	0.061	0.062	0.064	0.095	0.007	1.000	0.025	0.026	0.025	0.008	0.004	0.038	0.036	0.042	0.044	0.042	0.040	0.000	0.019	0.005	0.016	0.013	0.012	0.000	0.000	0.000	0.018	0.021	0.022	0.000	0.000	0.023	0.000	0.037	0.032	0.021	0.023	0.024	0.000	0.000	0.015	0.006	0.037	0.113	0.008	0.000	0.000	0.000	0.120	0.121	0.116
LANDAREA_AVG	-0.013	-0.011	-0.005	-0.029	-0.002	0.000	0.013	-0.010	0.013	-0.009	0.437	0.437	0.435	0.409	0.409	0.407	-0.001	0.007	0.000	0.328	0.329	0.332	0.006	-0.013	-0.006	-0.005	-0.012	0.010	0.003	0.237	0.238	0.238	0.044	0.416	0.413	0.404	-0.010	-0.013	0.004	0.000	0.000	0.040	0.072	0.017	0.000	0.023	0.000	0.028	0.006	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.015	0.000	0.026	0.000	0.006	0.011	0.009	0.017	0.024	0.016	0.272	0.273	0.278	0.164	0.165	0.167	0.045	0.001	0.025	1.000	0.996	0.969	0.044	0.012	0.403	0.403	0.405	0.452	0.452	0.451	0.009	0.031	0.013	0.015	0.012	0.000	0.126	0.130	0.134	0.094	0.099	0.105	0.020	0.020	0.000	-0.027	-0.069	0.012	0.016	0.028	0.050	0.000	0.000	-0.003	0.015	0.449	0.079	0.000	0.207	0.207	0.213	0.196	0.196	0.203
LANDAREA_MEDI	-0.014	-0.013	-0.007	-0.031	-0.001	0.000	0.012	-0.010	0.014	-0.008	0.434	0.436	0.436	0.406	0.407	0.408	-0.002	0.007	0.009	0.326	0.327	0.333	0.005	-0.013	-0.006	-0.004	-0.013	0.010	0.003	0.232	0.235	0.235	0.044	0.415	0.414	0.406	-0.011	-0.014	0.004	0.000	0.000	0.037	0.071	0.016	0.000	0.021	0.000	0.028	0.000	0.000	0.000	0.034	0.000	0.000	0.000	0.000	0.013	0.000	0.023	0.000	0.016	0.010	0.010	0.007	0.024	0.028	0.268	0.270	0.274	0.161	0.163	0.165	0.041	-0.001	0.026	0.996	1.000	0.972	0.042	0.011	0.399	0.400	0.404	0.448	0.450	0.452	0.000	0.028	0.013	0.013	0.011	0.000	0.123	0.129	0.135	0.090	0.098	0.107	0.020	0.021	0.000	-0.026	-0.072	0.007	0.008	0.030	0.049	0.000	0.000	-0.004	0.016	0.446	0.080	0.000	0.205	0.205	0.212	0.194	0.194	0.201
LANDAREA_MODE	-0.022	-0.019	-0.014	-0.039	-0.003	0.000	0.012	-0.008	0.014	-0.009	0.407	0.412	0.438	0.386	0.389	0.420	0.001	0.010	0.010	0.304	0.308	0.338	0.007	-0.012	-0.008	-0.002	-0.013	0.008	0.001	0.199	0.206	0.223	0.043	0.403	0.404	0.423	-0.013	-0.020	0.003	0.000	0.000	0.037	0.070	0.013	0.000	0.021	0.000	0.028	0.000	0.000	0.000	0.035	0.000	0.000	0.000	0.000	0.009	0.000	0.022	0.000	0.013	0.008	0.013	0.000	0.026	0.022	0.239	0.243	0.258	0.138	0.141	0.153	0.037	-0.003	0.025	0.969	0.972	1.000	0.042	0.000	0.368	0.370	0.398	0.419	0.424	0.455	0.000	0.028	0.011	0.014	0.010	0.000	0.102	0.116	0.143	0.065	0.083	0.124	0.020	0.021	0.000	-0.018	-0.078	0.018	0.016	0.028	0.048	0.000	0.000	-0.003	0.019	0.423	0.080	0.000	0.185	0.186	0.206	0.172	0.172	0.190
LIVE_CITY_NOT_WORK_CITY	0.020	0.017	0.013	0.000	0.007	0.000	0.013	0.016	0.008	0.001	0.083	0.083	0.078	0.047	0.047	0.044	0.059	0.074	0.130	0.025	0.025	0.019	0.186	0.220	0.066	0.018	0.079	0.000	0.000	0.077	0.075	0.069	0.009	0.034	0.035	0.034	0.114	0.069	0.050	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.003	0.000	0.006	0.000	0.000	0.000	0.000	0.052	0.000	0.014	0.131	0.000	0.043	0.007	0.003	0.220	0.083	0.044	0.021	0.108	0.116	0.115	0.113	0.069	0.070	0.070	0.021	0.030	0.008	0.044	0.042	0.042	1.000	0.237	0.060	0.060	0.055	0.075	0.074	0.069	0.000	0.031	0.068	0.038	0.223	0.017	0.000	0.000	0.006	0.000	0.000	0.000	0.000	0.000	0.126	0.052	0.091	0.026	0.017	0.030	0.828	0.013	0.197	0.002	0.029	0.071	0.044	0.002	0.022	0.016	0.011	0.007	0.006	0.015
LIVE_REGION_NOT_WORK_REGION	0.067	0.049	0.049	0.000	0.000	0.000	0.014	0.014	0.000	0.002	0.013	0.006	0.010	0.008	0.010	0.011	0.002	0.014	0.108	0.041	0.041	0.036	0.087	0.096	0.029	0.021	0.031	0.020	0.013	0.028	0.028	0.025	0.000	0.000	0.000	0.003	0.019	0.056	0.022	0.000	0.000	0.006	0.000	0.024	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.013	0.000	0.015	0.057	0.011	0.066	0.017	0.035	0.096	0.050	0.016	0.007	0.041	0.063	0.064	0.065	0.078	0.078	0.078	0.000	0.059	0.004	0.012	0.011	0.000	0.237	1.000	0.008	0.000	0.014	0.018	0.019	0.015	0.000	0.033	0.035	0.016	0.107	0.000	0.035	0.035	0.040	0.025	0.022	0.029	0.021	0.021	0.096	0.047	0.223	0.185	0.176	0.022	0.187	0.092	0.859	0.013	0.002	0.022	0.044	0.010	0.000	0.004	0.005	0.046	0.046	0.041
LIVINGAPARTMENTS_AVG	0.067	0.051	0.057	0.110	0.012	0.000	0.028	-0.015	0.016	-0.030	0.976	0.971	0.933	0.689	0.683	0.641	-0.017	-0.009	0.017	0.579	0.576	0.553	0.008	-0.017	-0.005	0.007	0.018	-0.017	-0.024	0.686	0.683	0.669	0.051	0.538	0.531	0.482	0.043	0.077	0.009	0.000	0.000	0.029	0.045	0.048	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.044	0.000	0.029	0.010	0.000	0.065	0.023	0.025	0.027	0.025	0.000	0.048	0.031	0.726	0.724	0.719	0.495	0.493	0.482	0.042	0.067	0.038	0.403	0.399	0.368	0.060	0.008	1.000	0.997	0.970	0.896	0.892	0.855	0.019	0.032	0.000	0.000	0.032	0.000	0.245	0.245	0.227	0.211	0.208	0.186	-0.027	-0.026	0.023	-0.069	0.136	0.134	0.139	0.029	0.069	0.022	0.000	0.013	0.021	0.878	0.125	0.000	0.421	0.419	0.420	0.418	0.417	0.418
LIVINGAPARTMENTS_MEDI	0.065	0.050	0.056	0.108	0.012	0.000	0.028	-0.016	0.016	-0.029	0.972	0.973	0.936	0.688	0.685	0.645	-0.018	-0.009	0.016	0.576	0.576	0.555	0.008	-0.018	-0.004	0.007	0.019	-0.018	-0.025	0.680	0.681	0.667	0.051	0.538	0.535	0.487	0.044	0.075	0.010	0.000	0.000	0.032	0.043	0.050	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.045	0.000	0.024	0.011	0.000	0.063	0.024	0.024	0.026	0.017	0.000	0.049	0.030	0.721	0.722	0.718	0.492	0.491	0.480	0.043	0.066	0.036	0.403	0.400	0.370	0.060	0.000	0.997	1.000	0.973	0.893	0.893	0.858	0.028	0.032	0.000	0.000	0.031	0.000	0.241	0.245	0.229	0.207	0.209	0.190	-0.027	-0.026	0.024	-0.068	0.131	0.129	0.134	0.030	0.068	0.012	0.000	0.013	0.020	0.874	0.129	0.000	0.421	0.418	0.420	0.418	0.416	0.418
LIVINGAPARTMENTS_MODE	0.057	0.042	0.048	0.095	0.012	0.000	0.026	-0.013	0.014	-0.030	0.947	0.949	0.957	0.674	0.673	0.670	-0.014	-0.005	0.027	0.560	0.562	0.568	0.010	-0.020	-0.005	0.010	0.016	-0.017	-0.025	0.639	0.645	0.654	0.050	0.535	0.533	0.521	0.036	0.064	0.008	0.000	0.000	0.039	0.041	0.065	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.043	0.000	0.045	0.019	0.000	0.066	0.022	0.019	0.026	0.029	0.000	0.033	0.028	0.691	0.694	0.703	0.472	0.472	0.474	0.040	0.059	0.042	0.405	0.404	0.398	0.055	0.014	0.970	0.973	1.000	0.866	0.869	0.873	0.023	0.032	0.000	0.005	0.026	0.000	0.221	0.231	0.242	0.184	0.194	0.207	-0.020	-0.020	0.014	-0.055	0.116	0.111	0.118	0.034	0.065	0.011	0.000	0.014	0.009	0.854	0.130	0.000	0.402	0.400	0.413	0.399	0.398	0.413
LIVINGAREA_AVG	0.081	0.064	0.071	0.136	-0.000	0.030	0.026	-0.013	0.015	-0.020	0.907	0.903	0.873	0.717	0.710	0.671	-0.017	-0.003	0.021	0.578	0.576	0.552	-0.003	-0.022	-0.011	-0.008	-0.007	-0.022	-0.029	0.724	0.721	0.707	0.081	0.615	0.608	0.566	0.071	0.106	0.009	0.018	0.000	0.036	0.077	0.046	0.022	0.032	0.018	0.057	0.000	0.000	0.000	0.000	0.000	0.050	0.000	0.011	0.000	0.000	0.060	0.030	0.035	0.020	0.031	0.000	0.070	0.014	0.783	0.782	0.777	0.514	0.512	0.499	0.047	0.085	0.044	0.452	0.448	0.419	0.075	0.018	0.896	0.893	0.866	1.000	0.996	0.966	0.021	0.046	0.011	0.006	0.025	0.010	0.252	0.251	0.232	0.214	0.209	0.185	-0.022	-0.022	0.023	-0.101	0.162	0.138	0.142	0.051	0.090	0.020	0.005	0.008	0.028	0.940	0.154	0.000	0.494	0.492	0.492	0.475	0.474	0.473
LIVINGAREA_MEDI	0.079	0.062	0.069	0.133	-0.000	0.030	0.025	-0.013	0.016	-0.020	0.903	0.906	0.878	0.713	0.711	0.676	-0.017	-0.003	0.020	0.574	0.574	0.554	-0.003	-0.022	-0.011	-0.007	-0.006	-0.023	-0.029	0.715	0.717	0.705	0.081	0.614	0.613	0.573	0.071	0.104	0.009	0.014	0.000	0.033	0.075	0.044	0.021	0.030	0.019	0.053	0.000	0.000	0.000	0.000	0.000	0.047	0.000	0.008	0.000	0.000	0.059	0.028	0.033	0.015	0.034	0.008	0.066	0.010	0.778	0.781	0.776	0.510	0.510	0.497	0.048	0.084	0.042	0.452	0.450	0.424	0.074	0.019	0.892	0.893	0.869	0.996	1.000	0.971	0.021	0.045	0.013	0.007	0.024	0.010	0.247	0.250	0.233	0.208	0.208	0.188	-0.021	-0.021	0.023	-0.100	0.159	0.136	0.139	0.052	0.089	0.019	0.008	0.008	0.029	0.935	0.152	0.000	0.493	0.491	0.491	0.472	0.471	0.471
LIVINGAREA_MODE	0.070	0.054	0.060	0.118	-0.002	0.029	0.023	-0.011	0.014	-0.019	0.877	0.881	0.895	0.694	0.695	0.700	-0.016	-0.001	0.021	0.552	0.555	0.563	-0.003	-0.021	-0.012	-0.005	-0.008	-0.021	-0.028	0.666	0.673	0.687	0.079	0.608	0.608	0.604	0.066	0.093	0.007	0.013	0.000	0.035	0.077	0.040	0.018	0.029	0.022	0.051	0.000	0.000	0.000	0.000	0.000	0.044	0.000	0.016	0.000	0.000	0.055	0.026	0.032	0.015	0.036	0.014	0.059	0.013	0.746	0.749	0.761	0.481	0.481	0.481	0.047	0.077	0.040	0.451	0.452	0.455	0.069	0.015	0.855	0.858	0.873	0.966	0.971	1.000	0.018	0.044	0.010	0.003	0.023	0.012	0.222	0.235	0.243	0.182	0.193	0.209	-0.018	-0.018	0.025	-0.093	0.145	0.116	0.122	0.048	0.083	0.011	0.000	0.010	0.026	0.916	0.148	0.000	0.474	0.472	0.490	0.444	0.443	0.458
NAME_CONTRACT_TYPE	0.240	0.268	0.248	0.000	0.000	0.000	0.000	0.030	0.020	0.048	0.023	0.020	0.015	0.007	0.009	0.000	0.014	0.035	0.015	0.000	0.000	0.000	0.125	0.052	0.063	0.070	0.024	0.013	0.007	0.026	0.027	0.023	0.004	0.000	0.000	0.000	0.014	0.021	0.008	0.095	0.019	0.025	0.000	0.002	0.002	0.008	0.022	0.000	0.008	0.006	0.000	0.005	0.055	0.475	0.004	0.033	0.096	0.031	0.082	0.007	0.000	0.052	0.000	0.067	0.015	0.035	0.043	0.041	0.040	0.036	0.034	0.033	0.018	0.048	0.000	0.009	0.000	0.000	0.000	0.000	0.019	0.028	0.023	0.021	0.021	0.018	1.000	0.072	0.055	0.033	0.061	0.011	0.000	0.000	0.000	0.017	0.016	0.015	0.023	0.023	0.056	0.067	0.027	0.025	0.025	0.016	0.009	0.016	0.011	0.003	0.027	0.024	0.024	0.014	0.000	0.000	0.000	0.017	0.022	0.015
NAME_EDUCATION_TYPE	0.068	0.068	0.072	0.000	0.000	0.014	0.009	0.008	0.000	0.029	0.039	0.040	0.037	0.024	0.024	0.026	0.005	0.021	0.019	0.028	0.029	0.029	0.119	0.142	0.044	0.021	0.051	0.017	0.017	0.053	0.053	0.052	0.030	0.017	0.018	0.015	0.073	0.063	0.030	0.017	0.000	0.037	0.000	0.031	0.046	0.030	0.029	0.000	0.036	0.000	0.007	0.008	0.004	0.054	0.016	0.000	0.095	0.006	0.079	0.023	0.090	0.142	0.095	0.028	0.026	0.009	0.072	0.072	0.072	0.050	0.050	0.049	0.017	0.051	0.019	0.031	0.028	0.028	0.031	0.033	0.032	0.032	0.032	0.046	0.045	0.044	0.072	1.000	0.055	0.039	0.102	0.023	0.000	0.000	0.000	0.032	0.031	0.029	0.019	0.019	0.219	0.099	0.050	0.071	0.070	0.032	0.030	0.047	0.048	0.000	0.059	0.047	0.032	0.006	0.000	0.000	0.000	0.045	0.044	0.045
NAME_FAMILY_STATUS	0.062	0.068	0.078	0.000	0.000	0.000	0.000	0.011	0.000	0.015	0.007	0.003	0.003	0.010	0.011	0.008	0.067	0.162	0.119	0.000	0.000	0.000	0.184	0.265	0.058	0.032	0.062	0.000	0.000	0.011	0.013	0.013	0.013	0.000	0.000	0.000	0.107	0.020	0.026	0.005	0.000	0.034	0.000	0.010	0.016	0.006	0.006	0.001	0.023	0.000	0.000	0.009	0.013	0.059	0.000	0.011	0.179	0.408	0.065	0.017	0.033	0.265	0.166	0.050	0.025	0.078	0.020	0.020	0.019	0.016	0.016	0.016	0.000	0.023	0.005	0.013	0.013	0.011	0.068	0.035	0.000	0.000	0.000	0.011	0.013	0.010	0.055	0.055	1.000	0.066	0.120	0.068	0.000	0.000	0.000	0.000	0.001	0.003	0.012	0.012	0.054	0.053	0.018	0.019	0.020	0.077	0.090	0.040	0.046	0.000	0.039	0.010	0.007	0.002	0.000	0.000	0.000	0.025	0.024	0.025
NAME_HOUSING_TYPE	0.014	0.026	0.026	0.000	0.000	0.018	0.008	0.005	0.000	0.000	0.008	0.009	0.008	0.000	0.000	0.000	0.009	0.007	0.051	0.000	0.000	0.000	0.124	0.110	0.045	0.024	0.046	0.000	0.000	0.000	0.000	0.000	0.031	0.017	0.017	0.017	0.080	0.025	0.032	0.006	0.000	0.027	0.000	0.000	0.012	0.002	0.028	0.000	0.030	0.000	0.000	0.003	0.015	0.000	0.000	0.008	0.072	0.000	0.030	0.006	0.021	0.110	0.044	0.230	0.031	0.025	0.023	0.024	0.025	0.021	0.021	0.021	0.030	0.026	0.016	0.015	0.013	0.014	0.038	0.016	0.000	0.000	0.005	0.006	0.007	0.003	0.033	0.039	0.066	1.000	0.055	0.021	0.000	0.000	0.000	0.010	0.007	0.009	0.000	0.000	0.030	0.050	0.059	0.091	0.090	0.186	0.128	0.094	0.057	0.003	0.043	0.006	0.031	0.009	0.000	0.000	0.000	0.023	0.023	0.024
NAME_INCOME_TYPE	0.058	0.044	0.042	0.000	0.000	0.000	0.019	0.007	0.000	0.024	0.022	0.023	0.019	0.000	0.000	0.000	0.055	0.095	0.119	0.008	0.006	0.000	0.285	1.000	0.118	0.018	0.098	0.005	0.006	0.035	0.035	0.035	0.024	0.004	0.004	0.004	0.146	0.040	0.058	0.074	0.000	0.061	0.011	0.043	0.070	0.014	0.045	0.000	0.050	0.007	0.000	0.005	0.000	0.258	0.000	0.013	0.592	0.235	0.136	0.037	0.084	1.000	0.154	0.072	0.018	0.244	0.048	0.049	0.049	0.048	0.048	0.046	0.020	0.046	0.013	0.012	0.011	0.010	0.223	0.107	0.032	0.031	0.026	0.025	0.024	0.023	0.061	0.102	0.120	0.055	1.000	0.024	0.000	0.000	0.000	0.011	0.007	0.003	0.000	0.000	0.158	0.034	0.088	0.136	0.129	0.095	0.258	0.066	0.125	0.006	0.066	0.023	0.024	0.014	0.000	0.000	0.000	0.017	0.018	0.021
NAME_TYPE_SUITE	0.012	0.012	0.010	0.000	0.000	0.000	0.025	0.000	0.000	0.002	0.019	0.018	0.017	0.016	0.012	0.013	0.013	0.021	0.044	0.000	0.000	0.000	0.028	0.053	0.012	0.011	0.017	0.002	0.000	0.010	0.009	0.006	0.000	0.003	0.004	0.000	0.014	0.009	0.019	0.000	0.000	0.026	0.000	0.010	0.006	0.005	0.002	0.000	0.009	0.005	0.000	0.012	0.000	0.027	0.034	0.005	0.039	0.000	0.019	0.000	0.009	0.053	0.042	0.060	0.016	0.025	0.014	0.014	0.012	0.004	0.005	0.004	0.000	0.021	0.012	0.000	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.010	0.010	0.012	0.011	0.023	0.068	0.021	0.024	1.000	0.037	0.037	0.000	0.000	0.000	0.000	0.018	0.018	0.025	0.017	0.021	0.024	0.023	0.031	0.025	0.025	0.015	0.008	0.016	0.007	0.000	0.014	0.000	0.000	0.000	0.000	0.005	0.011
NONLIVINGAPARTMENTS_AVG	0.026	0.015	0.018	0.042	0.014	0.000	0.004	-0.017	0.016	-0.017	0.269	0.265	0.240	0.184	0.179	0.151	0.001	-0.003	0.017	0.247	0.243	0.222	0.018	-0.012	0.006	-0.006	0.041	0.002	-0.001	0.216	0.209	0.194	0.000	0.130	0.125	0.098	0.034	0.030	-0.014	0.000	0.000	0.055	0.000	0.012	0.000	0.000	0.022	0.000	0.054	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.000	0.000	0.017	0.000	0.000	0.006	0.000	0.022	0.016	0.020	0.249	0.246	0.234	0.167	0.164	0.151	0.017	0.029	0.000	0.126	0.123	0.102	0.000	0.035	0.245	0.241	0.221	0.252	0.247	0.222	0.000	0.000	0.000	0.000	0.000	0.037	1.000	0.983	0.935	0.692	0.685	0.650	-0.012	-0.012	0.000	-0.026	0.069	0.031	0.034	0.046	0.000	0.033	0.018	0.011	0.000	0.281	0.060	0.008	0.080	0.079	0.067	0.082	0.081	0.072
NONLIVINGAPARTMENTS_MEDI	0.024	0.013	0.015	0.040	0.012	0.000	0.002	-0.015	0.015	-0.014	0.269	0.269	0.250	0.185	0.184	0.165	0.003	-0.002	0.017	0.246	0.247	0.235	0.020	-0.013	0.007	-0.008	0.043	-0.001	-0.004	0.209	0.210	0.197	0.000	0.133	0.132	0.108	0.032	0.028	-0.017	0.000	0.000	0.055	0.000	0.013	0.000	0.000	0.022	0.000	0.054	0.000	0.000	0.000	0.000	0.000	0.000	0.028	0.000	0.000	0.017	0.000	0.000	0.003	0.000	0.022	0.016	0.019	0.242	0.242	0.232	0.162	0.162	0.149	0.017	0.029	0.000	0.130	0.129	0.116	0.000	0.035	0.245	0.245	0.231	0.251	0.250	0.235	0.000	0.000	0.000	0.000	0.000	0.037	0.983	1.000	0.953	0.680	0.696	0.667	-0.012	-0.012	0.000	-0.028	0.066	0.028	0.031	0.046	0.000	0.034	0.019	0.011	0.000	0.285	0.056	0.007	0.080	0.078	0.071	0.081	0.080	0.076
NONLIVINGAPARTMENTS_MODE	0.017	0.008	0.009	0.028	0.010	0.013	0.001	-0.015	0.017	-0.014	0.252	0.254	0.261	0.176	0.177	0.187	0.005	-0.000	0.018	0.231	0.234	0.248	0.019	-0.016	0.002	-0.010	0.041	0.000	-0.003	0.183	0.188	0.191	0.000	0.133	0.132	0.137	0.029	0.024	-0.021	0.000	0.000	0.055	0.000	0.014	0.000	0.000	0.022	0.000	0.054	0.000	0.000	0.000	0.000	0.007	0.000	0.024	0.000	0.000	0.020	0.000	0.000	0.000	0.000	0.021	0.020	0.019	0.216	0.218	0.220	0.144	0.145	0.147	0.019	0.023	0.000	0.134	0.135	0.143	0.006	0.040	0.227	0.229	0.242	0.232	0.233	0.243	0.000	0.000	0.000	0.000	0.000	0.000	0.935	0.953	1.000	0.643	0.664	0.704	-0.008	-0.009	0.000	-0.016	0.047	0.027	0.030	0.059	0.000	0.044	0.019	0.014	0.008	0.271	0.054	0.000	0.065	0.065	0.069	0.067	0.067	0.075
NONLIVINGAREA_AVG	0.044	0.029	0.032	0.071	0.003	0.008	0.017	-0.011	0.006	-0.009	0.234	0.228	0.203	0.174	0.168	0.138	0.001	-0.005	0.015	0.176	0.172	0.146	0.016	-0.008	0.010	-0.007	0.038	-0.012	-0.013	0.222	0.215	0.198	0.014	0.119	0.115	0.087	0.039	0.057	-0.003	0.016	0.000	0.029	0.138	0.010	0.009	0.000	0.000	0.000	0.012	0.000	0.000	0.000	0.002	0.010	0.000	0.014	0.012	0.000	0.020	0.022	0.029	0.034	0.019	0.011	0.001	0.000	0.247	0.244	0.232	0.138	0.134	0.120	0.048	0.039	0.018	0.094	0.090	0.065	0.000	0.025	0.211	0.207	0.184	0.214	0.208	0.182	0.017	0.032	0.000	0.010	0.011	0.000	0.692	0.680	0.643	1.000	0.982	0.921	-0.022	-0.022	0.018	-0.039	0.064	0.048	0.049	0.019	0.005	0.021	0.022	0.008	0.017	0.273	0.068	0.000	0.103	0.101	0.088	0.098	0.097	0.087
NONLIVINGAREA_MEDI	0.040	0.026	0.029	0.066	0.003	0.004	0.014	-0.009	0.007	-0.007	0.229	0.230	0.211	0.172	0.171	0.152	0.002	-0.004	0.014	0.175	0.176	0.162	0.016	-0.010	0.010	-0.006	0.040	-0.011	-0.013	0.211	0.213	0.200	0.014	0.121	0.121	0.097	0.040	0.053	-0.004	0.015	0.000	0.026	0.133	0.000	0.006	0.000	0.011	0.000	0.021	0.000	0.027	0.000	0.000	0.014	0.000	0.023	0.011	0.000	0.021	0.030	0.033	0.028	0.017	0.012	0.000	0.000	0.235	0.236	0.226	0.129	0.128	0.117	0.046	0.038	0.021	0.099	0.098	0.083	0.000	0.022	0.208	0.209	0.194	0.209	0.208	0.193	0.016	0.031	0.001	0.007	0.007	0.000	0.685	0.696	0.664	0.982	1.000	0.942	-0.018	-0.018	0.014	-0.043	0.057	0.045	0.048	0.021	0.006	0.023	0.020	0.009	0.021	0.270	0.066	0.007	0.100	0.099	0.091	0.094	0.094	0.090
NONLIVINGAREA_MODE	0.031	0.019	0.021	0.049	0.000	0.000	0.008	-0.008	0.004	-0.007	0.208	0.213	0.226	0.161	0.164	0.182	0.004	-0.003	0.002	0.160	0.164	0.181	0.015	-0.010	0.007	-0.006	0.040	-0.007	-0.011	0.175	0.183	0.193	0.014	0.121	0.123	0.134	0.036	0.041	-0.011	0.017	0.000	0.028	0.136	0.004	0.009	0.000	0.000	0.000	0.014	0.000	0.027	0.000	0.000	0.014	0.000	0.010	0.000	0.000	0.024	0.024	0.028	0.021	0.023	0.007	0.000	0.000	0.198	0.201	0.209	0.098	0.100	0.105	0.047	0.033	0.022	0.105	0.107	0.124	0.000	0.029	0.186	0.190	0.207	0.185	0.188	0.209	0.015	0.029	0.003	0.009	0.003	0.000	0.650	0.667	0.704	0.921	0.942	1.000	-0.011	-0.012	0.013	-0.030	0.033	0.041	0.043	0.016	0.000	0.020	0.027	0.011	0.014	0.253	0.068	0.005	0.083	0.083	0.092	0.076	0.076	0.087
OBS_30_CNT_SOCIAL_CIRCLE	-0.013	-0.001	-0.001	-0.028	-0.001	0.000	-0.004	0.001	-0.004	0.019	-0.020	-0.019	-0.016	-0.012	-0.011	-0.006	0.020	0.025	0.006	-0.002	-0.001	0.005	0.024	-0.003	0.003	-0.009	0.019	0.387	0.311	-0.046	-0.044	-0.043	0.010	-0.001	-0.001	0.003	-0.043	-0.021	-0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.023	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.029	0.000	0.014	0.000	0.000	0.023	0.005	0.000	0.007	0.008	0.009	0.031	0.014	-0.037	-0.036	-0.035	-0.033	-0.031	-0.029	0.013	-0.018	0.000	0.020	0.020	0.020	0.000	0.021	-0.027	-0.027	-0.020	-0.022	-0.021	-0.018	0.023	0.019	0.012	0.000	0.000	0.018	-0.012	-0.012	-0.008	-0.022	-0.018	-0.011	1.000	0.997	0.015	0.013	0.011	0.036	0.032	0.008	0.000	0.019	0.027	-0.003	0.001	-0.023	0.010	0.006	-0.003	-0.003	-0.002	0.001	0.002	0.003
OBS_60_CNT_SOCIAL_CIRCLE	-0.013	-0.001	-0.001	-0.027	-0.001	0.000	-0.004	0.000	-0.004	0.020	-0.019	-0.019	-0.015	-0.011	-0.011	-0.005	0.019	0.025	0.005	-0.002	-0.001	0.005	0.023	-0.003	0.002	-0.010	0.019	0.389	0.313	-0.045	-0.043	-0.043	0.000	-0.001	-0.001	0.003	-0.043	-0.021	-0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.022	0.000	0.000	0.002	0.000	0.000	0.000	0.000	0.030	0.000	0.013	0.000	0.000	0.023	0.004	0.000	0.012	0.007	0.008	0.031	0.014	-0.036	-0.035	-0.034	-0.033	-0.031	-0.029	0.010	-0.018	0.000	0.020	0.021	0.021	0.000	0.021	-0.026	-0.026	-0.020	-0.022	-0.021	-0.018	0.023	0.019	0.012	0.000	0.000	0.018	-0.012	-0.012	-0.009	-0.022	-0.018	-0.012	0.997	1.000	0.014	0.013	0.011	0.036	0.033	0.007	0.000	0.019	0.027	-0.004	0.004	-0.022	0.011	0.006	-0.003	-0.003	-0.002	0.002	0.002	0.004
OCCUPATION_TYPE	0.066	0.057	0.060	0.000	0.000	0.000	0.000	0.000	0.009	0.018	0.019	0.022	0.021	0.021	0.022	0.022	0.017	0.027	0.572	0.030	0.028	0.025	0.073	1.000	0.028	0.024	0.028	0.006	0.010	0.027	0.026	0.027	0.010	0.013	0.014	0.011	0.100	0.049	0.009	0.006	0.000	0.042	0.006	0.031	0.039	0.042	0.019	0.000	0.034	0.000	0.000	0.000	0.000	0.138	0.000	0.013	0.047	0.002	0.211	0.041	0.074	0.010	0.259	0.024	0.051	0.022	0.040	0.041	0.041	0.032	0.033	0.033	0.028	0.027	0.023	0.000	0.000	0.000	0.126	0.096	0.023	0.024	0.014	0.023	0.023	0.025	0.056	0.219	0.054	0.030	0.158	0.025	0.000	0.000	0.000	0.018	0.014	0.013	0.015	0.014	1.000	0.066	0.039	0.057	0.055	0.040	0.114	0.026	0.081	0.000	0.089	0.031	0.025	0.012	0.000	0.000	0.000	0.036	0.038	0.035
OWN_CAR_AGE	-0.092	-0.086	-0.098	-0.200	0.002	0.002	-0.018	-0.025	0.004	0.013	-0.070	-0.069	-0.061	-0.031	-0.030	-0.022	0.009	0.003	0.082	-0.035	-0.035	-0.025	-0.024	0.041	-0.017	-0.000	-0.023	0.023	0.023	-0.110	-0.109	-0.108	0.025	-0.016	-0.016	-0.010	-0.119	-0.131	0.034	0.011	0.000	0.020	0.000	0.117	0.000	0.072	0.018	0.000	0.000	0.000	0.013	0.000	0.000	0.043	0.000	0.000	0.054	0.000	0.062	0.000	0.031	0.060	1.000	0.009	0.061	0.075	-0.112	-0.112	-0.112	-0.124	-0.124	-0.121	0.030	-0.136	0.000	-0.027	-0.026	-0.018	0.052	0.047	-0.069	-0.068	-0.055	-0.101	-0.100	-0.093	0.067	0.099	0.053	0.050	0.034	0.017	-0.026	-0.028	-0.016	-0.039	-0.043	-0.030	0.013	0.013	0.066	1.000	-0.135	0.118	0.118	0.013	0.055	0.030	0.051	0.005	0.057	-0.084	0.022	0.014	-0.071	-0.070	-0.069	-0.075	-0.075	-0.074
REGION_POPULATION_RELATIVE	0.056	0.055	0.065	0.092	0.005	0.008	0.047	-0.003	-0.007	0.009	0.143	0.140	0.129	0.068	0.065	0.042	-0.023	-0.015	0.010	0.043	0.039	0.024	-0.030	-0.007	-0.015	-0.042	-0.043	0.021	0.021	0.186	0.181	0.171	0.050	0.036	0.036	0.021	0.067	0.182	-0.005	0.020	0.011	0.024	0.000	0.048	0.041	0.021	0.009	0.013	0.012	0.000	0.000	0.006	0.008	0.102	0.018	0.022	0.031	0.007	0.119	0.056	0.068	0.055	0.042	0.046	0.124	0.034	0.186	0.181	0.175	0.195	0.191	0.182	0.073	0.126	0.037	-0.069	-0.072	-0.078	0.091	0.223	0.136	0.131	0.116	0.162	0.159	0.145	0.027	0.050	0.018	0.059	0.088	0.021	0.069	0.066	0.047	0.064	0.057	0.033	0.011	0.011	0.039	-0.135	1.000	0.646	0.617	0.050	0.092	0.073	0.212	0.007	0.047	0.149	0.088	0.012	-0.061	-0.063	-0.065	-0.086	-0.087	-0.091
REGION_RATING_CLIENT	0.115	0.099	0.094	0.000	0.008	0.009	0.061	0.004	0.012	0.008	0.131	0.129	0.111	0.070	0.066	0.051	0.025	0.027	0.012	0.112	0.112	0.095	0.020	0.039	0.024	0.053	0.065	0.022	0.021	0.192	0.189	0.167	0.035	0.043	0.043	0.031	0.088	0.259	0.022	0.023	0.000	0.012	0.000	0.044	0.051	0.013	0.012	0.009	0.011	0.000	0.000	0.007	0.008	0.090	0.006	0.013	0.019	0.008	0.120	0.056	0.069	0.039	0.019	0.010	0.097	0.010	0.251	0.248	0.240	0.215	0.212	0.203	0.041	0.226	0.032	0.012	0.007	0.018	0.026	0.185	0.134	0.129	0.111	0.138	0.136	0.116	0.025	0.071	0.019	0.091	0.136	0.024	0.031	0.028	0.027	0.048	0.045	0.041	0.036	0.036	0.057	0.118	0.646	1.000	0.956	0.044	0.037	0.061	0.179	0.000	0.061	0.134	0.101	0.018	0.028	0.030	0.031	0.093	0.093	0.094
REGION_RATING_CLIENT_W_CITY	0.118	0.102	0.097	0.000	0.007	0.008	0.058	0.008	0.012	0.009	0.133	0.130	0.114	0.071	0.067	0.052	0.025	0.028	0.011	0.111	0.111	0.096	0.023	0.042	0.023	0.049	0.062	0.019	0.020	0.188	0.186	0.165	0.034	0.044	0.044	0.030	0.084	0.254	0.023	0.021	0.000	0.007	0.000	0.044	0.049	0.012	0.013	0.008	0.012	0.000	0.000	0.006	0.007	0.087	0.006	0.016	0.020	0.008	0.119	0.054	0.064	0.042	0.020	0.012	0.091	0.013	0.245	0.242	0.235	0.209	0.206	0.198	0.042	0.207	0.021	0.016	0.008	0.016	0.017	0.176	0.139	0.134	0.118	0.142	0.139	0.122	0.025	0.070	0.020	0.090	0.129	0.023	0.034	0.031	0.030	0.049	0.048	0.043	0.032	0.033	0.055	0.118	0.617	0.956	1.000	0.051	0.043	0.057	0.170	0.000	0.060	0.139	0.094	0.016	0.027	0.030	0.030	0.087	0.087	0.088
REG_CITY_NOT_LIVE_CITY	0.006	0.025	0.024	0.000	0.000	0.015	0.000	0.010	0.004	0.000	0.055	0.055	0.050	0.031	0.029	0.026	0.014	0.028	0.051	0.000	0.000	0.000	0.182	0.092	0.083	0.057	0.080	0.000	0.000	0.048	0.048	0.047	0.030	0.028	0.028	0.025	0.127	0.041	0.078	0.000	0.000	0.054	0.000	0.003	0.005	0.000	0.012	0.000	0.014	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.057	0.000	0.022	0.000	0.014	0.092	0.007	0.064	0.053	0.041	0.091	0.091	0.089	0.044	0.044	0.044	0.020	0.019	0.023	0.028	0.030	0.028	0.030	0.022	0.029	0.030	0.034	0.051	0.052	0.048	0.016	0.032	0.077	0.186	0.095	0.031	0.046	0.046	0.059	0.019	0.021	0.016	0.008	0.007	0.040	0.013	0.050	0.044	0.051	1.000	0.439	0.341	0.150	0.018	0.044	0.050	0.049	0.000	0.019	0.021	0.015	0.005	0.010	0.012
REG_CITY_NOT_WORK_CITY	0.018	0.023	0.017	0.000	0.000	0.008	0.020	0.010	0.000	0.000	0.098	0.098	0.091	0.053	0.052	0.048	0.048	0.070	0.135	0.026	0.026	0.022	0.250	0.256	0.108	0.046	0.113	0.000	0.000	0.088	0.086	0.080	0.014	0.042	0.043	0.039	0.176	0.084	0.085	0.000	0.000	0.034	0.000	0.005	0.005	0.000	0.000	0.000	0.015	0.000	0.000	0.000	0.000	0.051	0.000	0.012	0.156	0.000	0.044	0.003	0.000	0.256	0.072	0.068	0.044	0.117	0.145	0.144	0.142	0.083	0.084	0.084	0.026	0.024	0.024	0.050	0.049	0.048	0.828	0.187	0.069	0.068	0.065	0.090	0.089	0.083	0.009	0.030	0.090	0.128	0.258	0.025	0.000	0.000	0.000	0.005	0.006	0.000	0.000	0.000	0.114	0.055	0.092	0.037	0.043	0.439	1.000	0.143	0.239	0.010	0.052	0.085	0.060	0.000	0.032	0.029	0.023	0.015	0.015	0.018
REG_REGION_NOT_LIVE_REGION	0.045	0.027	0.025	0.000	0.009	0.000	0.000	0.013	0.004	0.000	0.024	0.015	0.015	0.000	0.000	0.000	0.000	0.003	0.025	0.039	0.039	0.030	0.062	0.036	0.037	0.039	0.029	0.005	0.005	0.033	0.033	0.033	0.006	0.013	0.012	0.010	0.019	0.039	0.053	0.000	0.008	0.089	0.000	0.002	0.000	0.000	0.007	0.000	0.000	0.000	0.000	0.000	0.000	0.027	0.000	0.011	0.023	0.000	0.021	0.011	0.018	0.036	0.000	0.045	0.000	0.065	0.041	0.040	0.039	0.036	0.045	0.042	0.000	0.053	0.000	0.000	0.000	0.000	0.013	0.092	0.022	0.012	0.011	0.020	0.019	0.011	0.016	0.047	0.040	0.094	0.066	0.025	0.033	0.034	0.044	0.021	0.023	0.020	0.019	0.019	0.026	0.030	0.073	0.061	0.057	0.341	0.143	1.000	0.449	0.006	0.004	0.016	0.000	0.002	0.000	0.000	0.000	0.019	0.022	0.020
REG_REGION_NOT_WORK_REGION	0.073	0.052	0.051	0.000	0.000	0.000	0.008	0.010	0.006	0.001	0.000	0.000	0.000	0.000	0.005	0.010	0.000	0.006	0.106	0.033	0.031	0.022	0.101	0.108	0.046	0.036	0.040	0.020	0.015	0.023	0.024	0.020	0.000	0.000	0.001	0.008	0.041	0.062	0.047	0.000	0.000	0.047	0.000	0.019	0.018	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.019	0.000	0.020	0.065	0.009	0.062	0.021	0.036	0.108	0.043	0.039	0.004	0.070	0.057	0.058	0.058	0.076	0.078	0.078	0.000	0.071	0.000	0.000	0.000	0.000	0.197	0.859	0.000	0.000	0.000	0.005	0.008	0.000	0.011	0.048	0.046	0.057	0.125	0.015	0.018	0.019	0.019	0.022	0.020	0.027	0.027	0.027	0.081	0.051	0.212	0.179	0.170	0.150	0.239	0.449	1.000	0.005	0.010	0.015	0.039	0.007	0.000	0.007	0.008	0.040	0.041	0.038
SK_ID_CURR	0.005	0.004	0.005	0.003	-0.003	0.004	-0.001	-0.005	0.013	0.004	0.007	0.009	0.009	0.009	0.009	0.010	0.000	-0.002	0.000	0.005	0.004	0.003	0.001	0.002	-0.002	-0.002	0.000	-0.003	0.001	0.007	0.008	0.006	0.001	0.001	0.001	0.003	-0.002	-0.002	-0.000	0.000	0.000	0.004	0.001	0.007	0.000	0.000	0.017	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.001	0.012	0.017	0.016	0.000	0.000	0.000	0.004	0.005	0.003	-0.013	-0.012	-0.014	0.017	0.000	0.015	-0.003	-0.004	-0.003	0.002	0.013	0.013	0.013	0.014	0.008	0.008	0.010	0.003	0.000	0.000	0.003	0.006	0.008	0.011	0.011	0.014	0.008	0.009	0.011	-0.003	-0.004	0.000	0.005	0.007	0.000	0.000	0.018	0.010	0.006	0.005	1.000	0.000	0.012	0.007	0.008	-0.003	-0.004	-0.003	-0.004	-0.004	-0.004
TARGET	0.029	0.039	0.040	0.014	0.000	0.000	0.011	0.020	0.000	0.015	0.023	0.023	0.022	0.019	0.020	0.014	0.014	0.015	0.055	0.009	0.011	0.013	0.079	0.045	0.049	0.066	0.042	0.029	0.026	0.039	0.038	0.037	0.000	0.018	0.018	0.017	0.179	0.174	0.182	0.000	0.000	0.000	0.000	0.011	0.007	0.009	0.007	0.000	0.004	0.000	0.000	0.004	0.010	0.043	0.000	0.000	0.026	0.000	0.010	0.002	0.010	0.045	0.017	0.000	0.027	0.025	0.042	0.043	0.044	0.029	0.030	0.029	0.015	0.032	0.006	0.015	0.016	0.019	0.029	0.002	0.021	0.020	0.009	0.028	0.029	0.026	0.027	0.059	0.039	0.043	0.066	0.016	0.000	0.000	0.008	0.017	0.021	0.014	0.001	0.004	0.089	0.057	0.047	0.061	0.060	0.044	0.052	0.004	0.010	0.000	1.000	0.028	0.030	0.004	0.000	0.000	0.000	0.017	0.019	0.018
TOTALAREA_MODE	0.075	0.060	0.067	0.134	0.001	0.030	0.024	-0.013	0.014	-0.018	0.902	0.896	0.877	0.710	0.703	0.672	-0.012	-0.002	0.027	0.620	0.617	0.600	-0.003	-0.019	-0.011	-0.008	-0.003	-0.024	-0.029	0.716	0.715	0.705	0.076	0.594	0.587	0.552	0.071	0.100	0.005	0.014	0.000	0.034	0.079	0.029	0.023	0.022	0.016	0.027	0.000	0.000	0.000	0.000	0.000	0.051	0.000	0.000	0.017	0.000	0.060	0.017	0.034	0.019	0.037	0.000	0.057	0.012	0.778	0.778	0.776	0.497	0.495	0.484	0.052	0.076	0.037	0.449	0.446	0.423	0.071	0.022	0.878	0.874	0.854	0.940	0.935	0.916	0.024	0.047	0.010	0.006	0.023	0.007	0.281	0.285	0.271	0.273	0.270	0.253	-0.023	-0.022	0.031	-0.084	0.149	0.134	0.139	0.050	0.085	0.016	0.015	0.012	0.028	1.000	0.146	0.000	0.495	0.492	0.495	0.463	0.461	0.464
WALLSMATERIAL_MODE	0.021	0.010	0.009	0.000	0.011	0.021	0.010	0.000	0.014	0.007	0.143	0.142	0.140	0.112	0.110	0.109	0.006	0.007	0.007	0.071	0.071	0.069	0.017	0.025	0.014	0.006	0.044	0.013	0.015	0.145	0.144	0.143	0.327	0.140	0.140	0.138	0.022	0.024	0.006	0.000	0.000	0.000	0.000	0.000	0.014	0.012	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.051	0.000	0.000	0.020	0.000	0.044	0.018	0.020	0.025	0.030	0.032	0.044	0.041	0.272	0.277	0.279	0.193	0.195	0.198	0.108	0.044	0.113	0.079	0.080	0.080	0.044	0.044	0.125	0.129	0.130	0.154	0.152	0.148	0.024	0.032	0.007	0.031	0.024	0.000	0.060	0.056	0.054	0.068	0.066	0.068	0.010	0.011	0.025	0.022	0.088	0.101	0.094	0.049	0.060	0.000	0.039	0.007	0.030	0.146	1.000	0.000	0.020	0.020	0.015	0.200	0.198	0.199
WEEKDAY_APPR_PROCESS_START	0.000	0.000	0.004	0.000	0.012	0.021	0.000	0.000	0.008	0.005	0.000	0.000	0.000	0.009	0.007	0.000	0.005	0.005	0.000	0.000	0.004	0.000	0.016	0.030	0.008	0.000	0.010	0.000	0.005	0.011	0.011	0.010	0.000	0.008	0.008	0.006	0.003	0.003	0.005	0.023	0.004	0.029	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.003	0.000	0.000	0.006	0.019	0.000	0.011	0.026	0.000	0.000	0.000	0.000	0.030	0.000	0.020	0.007	0.027	0.009	0.006	0.003	0.000	0.000	0.008	0.000	0.034	0.008	0.000	0.000	0.000	0.002	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.014	0.006	0.002	0.009	0.014	0.014	0.008	0.007	0.000	0.000	0.007	0.005	0.006	0.006	0.012	0.014	0.012	0.018	0.016	0.000	0.000	0.002	0.007	0.008	0.004	0.000	0.000	1.000	0.008	0.007	0.000	0.007	0.005	0.007
YEARS_BEGINEXPLUATATION_AVG	0.037	0.038	0.043	0.057	-0.001	0.023	0.004	-0.003	0.006	-0.016	0.443	0.441	0.423	0.313	0.309	0.292	0.012	0.025	0.000	0.348	0.348	0.331	0.014	-0.006	-0.015	0.003	0.121	-0.023	-0.025	0.482	0.485	0.480	0.022	0.133	0.128	0.108	0.020	0.028	0.012	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.011	0.010	0.578	0.580	0.575	0.348	0.349	0.337	0.038	-0.007	0.000	0.207	0.205	0.185	0.022	0.000	0.421	0.421	0.402	0.494	0.493	0.474	0.000	0.000	0.000	0.000	0.000	0.000	0.080	0.080	0.065	0.103	0.100	0.083	-0.003	-0.003	0.000	-0.071	-0.061	0.028	0.027	0.019	0.032	0.000	0.000	-0.003	0.000	0.495	0.020	0.008	1.000	0.997	0.985	0.988	0.987	0.976
YEARS_BEGINEXPLUATATION_MEDI	0.036	0.038	0.043	0.056	-0.001	0.025	0.004	-0.004	0.006	-0.017	0.441	0.439	0.422	0.312	0.308	0.292	0.013	0.026	0.000	0.347	0.347	0.330	0.014	-0.006	-0.015	0.003	0.120	-0.024	-0.026	0.479	0.484	0.479	0.025	0.133	0.127	0.108	0.020	0.027	0.011	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.005	0.000	0.000	0.001	0.000	0.000	0.000	0.005	0.575	0.579	0.574	0.344	0.346	0.335	0.029	-0.007	0.000	0.207	0.205	0.186	0.016	0.004	0.419	0.418	0.400	0.492	0.491	0.472	0.000	0.000	0.000	0.000	0.000	0.000	0.079	0.078	0.065	0.101	0.099	0.083	-0.003	-0.003	0.000	-0.070	-0.063	0.030	0.030	0.021	0.029	0.000	0.007	-0.004	0.000	0.492	0.020	0.007	0.997	1.000	0.984	0.986	0.987	0.975
YEARS_BEGINEXPLUATATION_MODE	0.034	0.037	0.042	0.052	-0.003	0.022	0.004	-0.003	0.005	-0.017	0.442	0.441	0.438	0.315	0.312	0.312	0.011	0.024	0.013	0.345	0.346	0.341	0.013	-0.006	-0.017	0.003	0.117	-0.023	-0.026	0.468	0.475	0.482	0.000	0.141	0.137	0.133	0.020	0.025	0.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.008	0.000	0.000	0.022	0.000	0.002	0.000	0.000	0.011	0.005	0.000	0.003	0.000	0.567	0.571	0.578	0.340	0.341	0.338	0.021	-0.007	0.000	0.213	0.212	0.206	0.011	0.005	0.420	0.420	0.413	0.492	0.491	0.490	0.000	0.000	0.000	0.000	0.000	0.000	0.067	0.071	0.069	0.088	0.091	0.092	-0.002	-0.002	0.000	-0.069	-0.065	0.031	0.030	0.015	0.023	0.000	0.008	-0.003	0.000	0.495	0.015	0.000	0.985	0.984	1.000	0.969	0.968	0.980
YEARS_BUILD_AVG	0.034	0.034	0.037	0.050	-0.003	0.021	0.009	-0.005	0.008	-0.016	0.419	0.416	0.388	0.305	0.299	0.280	0.017	0.031	0.025	0.345	0.346	0.329	0.018	-0.002	-0.010	0.013	0.136	-0.017	-0.023	0.473	0.476	0.469	0.129	0.102	0.096	0.072	0.004	0.014	0.020	0.029	0.000	0.000	0.000	0.033	0.015	0.022	0.019	0.000	0.033	0.000	0.000	0.000	0.011	0.028	0.000	0.018	0.016	0.018	0.043	0.000	0.024	0.021	0.051	0.000	0.026	0.010	0.566	0.568	0.559	0.352	0.354	0.342	0.083	-0.016	0.120	0.196	0.194	0.172	0.007	0.046	0.418	0.418	0.399	0.475	0.472	0.444	0.017	0.045	0.025	0.023	0.017	0.000	0.082	0.081	0.067	0.098	0.094	0.076	0.001	0.002	0.036	-0.075	-0.086	0.093	0.087	0.005	0.015	0.019	0.040	-0.004	0.017	0.463	0.200	0.007	0.988	0.986	0.969	1.000	0.998	0.987
YEARS_BUILD_MEDI	0.032	0.033	0.036	0.049	-0.003	0.012	0.008	-0.005	0.007	-0.016	0.417	0.414	0.387	0.303	0.298	0.280	0.017	0.030	0.019	0.344	0.345	0.328	0.019	-0.002	-0.010	0.013	0.135	-0.018	-0.023	0.471	0.476	0.468	0.130	0.101	0.095	0.072	0.003	0.013	0.019	0.032	0.000	0.000	0.000	0.034	0.020	0.021	0.020	0.000	0.034	0.000	0.000	0.000	0.012	0.031	0.000	0.012	0.014	0.019	0.044	0.000	0.024	0.022	0.050	0.002	0.025	0.000	0.564	0.568	0.559	0.350	0.352	0.341	0.083	-0.016	0.121	0.196	0.194	0.172	0.006	0.046	0.417	0.416	0.398	0.474	0.471	0.443	0.022	0.044	0.024	0.023	0.018	0.005	0.081	0.080	0.067	0.097	0.094	0.076	0.002	0.002	0.038	-0.075	-0.087	0.093	0.087	0.010	0.015	0.022	0.041	-0.004	0.019	0.461	0.198	0.005	0.987	0.987	0.968	0.998	1.000	0.987
YEARS_BUILD_MODE	0.029	0.031	0.034	0.045	-0.005	0.011	0.009	-0.003	0.007	-0.017	0.419	0.416	0.402	0.308	0.303	0.299	0.016	0.029	0.018	0.344	0.345	0.341	0.018	-0.002	-0.011	0.014	0.132	-0.017	-0.023	0.463	0.469	0.472	0.129	0.109	0.104	0.094	0.002	0.012	0.016	0.030	0.000	0.000	0.000	0.035	0.015	0.024	0.032	0.000	0.028	0.000	0.000	0.000	0.016	0.029	0.000	0.000	0.006	0.022	0.041	0.008	0.025	0.026	0.049	0.011	0.013	0.015	0.556	0.560	0.561	0.345	0.347	0.345	0.078	-0.018	0.116	0.203	0.201	0.190	0.015	0.041	0.418	0.418	0.413	0.473	0.471	0.458	0.015	0.045	0.025	0.024	0.021	0.011	0.072	0.076	0.075	0.087	0.090	0.087	0.003	0.004	0.035	-0.074	-0.091	0.094	0.088	0.012	0.018	0.020	0.038	-0.004	0.018	0.464	0.199	0.007	0.976	0.975	0.980	0.987	0.987	1.000

Count
Heatmap

A simple visualization of nullity by column.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	SK_ID_CURR	NAME_CONTRACT_TYPE	CODE_GENDER	FLAG_OWN_CAR	FLAG_OWN_REALTY	CNT_CHILDREN	AMT_INCOME_TOTAL	AMT_CREDIT	AMT_ANNUITY	AMT_GOODS_PRICE	NAME_TYPE_SUITE	NAME_INCOME_TYPE	NAME_EDUCATION_TYPE	NAME_FAMILY_STATUS	NAME_HOUSING_TYPE	REGION_POPULATION_RELATIVE	DAYS_BIRTH	DAYS_EMPLOYED	DAYS_REGISTRATION	DAYS_ID_PUBLISH	OWN_CAR_AGE	FLAG_MOBIL	FLAG_EMP_PHONE	FLAG_WORK_PHONE	FLAG_CONT_MOBILE	FLAG_EMAIL	OCCUPATION_TYPE	CNT_FAM_MEMBERS	REGION_RATING_CLIENT	REGION_RATING_CLIENT_W_CITY	WEEKDAY_APPR_PROCESS_START	HOUR_APPR_PROCESS_START	REG_CITY_NOT_WORK_CITY	LIVE_CITY_NOT_WORK_CITY	ORGANIZATION_TYPE	EXT_SOURCE_1	EXT_SOURCE_2	EXT_SOURCE_3	APARTMENTS_AVG	BASEMENTAREA_AVG	YEARS_BEGINEXPLUATATION_AVG	YEARS_BUILD_AVG	COMMONAREA_AVG	ELEVATORS_AVG	ENTRANCES_AVG	FLOORSMAX_AVG	FLOORSMIN_AVG	LANDAREA_AVG	LIVINGAPARTMENTS_AVG	LIVINGAREA_AVG	NONLIVINGAPARTMENTS_AVG	NONLIVINGAREA_AVG	APARTMENTS_MODE	BASEMENTAREA_MODE	YEARS_BEGINEXPLUATATION_MODE	YEARS_BUILD_MODE	COMMONAREA_MODE	ELEVATORS_MODE	ENTRANCES_MODE	FLOORSMAX_MODE	FLOORSMIN_MODE	LANDAREA_MODE	LIVINGAPARTMENTS_MODE	LIVINGAREA_MODE	NONLIVINGAPARTMENTS_MODE	NONLIVINGAREA_MODE	APARTMENTS_MEDI	BASEMENTAREA_MEDI	YEARS_BEGINEXPLUATATION_MEDI	YEARS_BUILD_MEDI	COMMONAREA_MEDI	ELEVATORS_MEDI	ENTRANCES_MEDI	FLOORSMAX_MEDI	FLOORSMIN_MEDI	LANDAREA_MEDI	LIVINGAPARTMENTS_MEDI	LIVINGAREA_MEDI	NONLIVINGAPARTMENTS_MEDI	NONLIVINGAREA_MEDI	FONDKAPREMONT_MODE	HOUSETYPE_MODE	TOTALAREA_MODE	WALLSMATERIAL_MODE	EMERGENCYSTATE_MODE	OBS_30_CNT_SOCIAL_CIRCLE	OBS_60_CNT_SOCIAL_CIRCLE	DAYS_LAST_PHONE_CHANGE	FLAG_DOCUMENT_3	AMT_REQ_CREDIT_BUREAU_MON	AMT_REQ_CREDIT_BUREAU_YEAR
245895	384575	Cash loans	M	Y	N	2	207000.0	465457.5	52641.0	418500.0	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.009630	-13297	-762	-637.0	-4307	19.0	1	1	0	1	0	Sales staff	4.0	2	2	THURSDAY	11	1	1	Business Entity Type 3	0.675878	0.604894	0.000527	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None	None	NaN	None	None	0.0	0.0	-2.0	1	1.0	1.0
98194	214010	Cash loans	F	Y	Y	0	247500.0	1281712.5	48946.5	1179000.0	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.006852	-14778	-1141	-1610.0	-4546	11.0	1	1	0	1	1	Managers	1.0	3	3	THURSDAY	10	0	0	Business Entity Type 3	0.430827	0.425351	0.712155	0.0753	0.0568	0.9970	0.9592	0.1326	0.08	0.0517	0.4167	0.2917	0.0735	0.0601	0.0844	0.0058	0.1118	0.0756	0.0566	0.9940	0.9216	0.0523	0.0806	0.0345	0.3333	0.0417	0.0445	0.0652	0.0857	0.0	0.0000	0.0760	0.0568	0.9970	0.9597	0.1335	0.08	0.0517	0.4167	0.2917	0.0748	0.0611	0.0859	0.0058	0.1142	reg oper account	block of flats	0.0754	Monolithic	No	2.0	2.0	-1071.0	1	1.0	3.0
36463	142232	Cash loans	F	Y	N	0	202500.0	495000.0	39109.5	495000.0	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-17907	-639	-2507.0	-1461	4.0	1	1	1	1	0	Sales staff	2.0	2	2	TUESDAY	16	0	0	Self-employed	0.527239	0.531760	0.207964	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None	None	NaN	None	None	5.0	5.0	-1435.0	1	1.0	3.0
249923	389171	Cash loans	F	N	Y	0	247500.0	254700.0	24939.0	225000.0	Unaccompanied	State servant	Secondary / secondary special	Widow	House / apartment	0.046220	-19626	-6982	-11167.0	-3158	NaN	1	1	0	1	0	High skill tech staff	1.0	1	1	FRIDAY	14	0	0	Business Entity Type 3	NaN	0.693521	0.614414	0.1320	0.0645	0.9846	NaN	NaN	0.16	0.0690	0.6250	NaN	NaN	NaN	0.1628	NaN	0.0022	0.1345	0.0670	0.9846	NaN	NaN	0.1611	0.0690	0.6250	NaN	NaN	NaN	0.1696	NaN	0.0023	0.1332	0.0645	0.9846	NaN	NaN	0.16	0.0690	0.6250	NaN	NaN	NaN	0.1657	NaN	0.0022	None	None	0.1285	Panel	No	0.0	0.0	-2000.0	1	0.0	0.0
158389	283617	Cash loans	M	N	Y	0	112500.0	308133.0	15862.5	234000.0	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018850	-20327	-1105	-7299.0	-494	NaN	1	1	0	1	0	Laborers	1.0	2	2	WEDNESDAY	11	0	0	Business Entity Type 3	0.654882	0.560690	0.636376	0.0619	0.0553	0.9717	NaN	NaN	0.00	0.1724	0.1667	NaN	0.0866	NaN	0.0749	NaN	0.0149	0.0630	0.0574	0.9717	NaN	NaN	0.0000	0.1724	0.1667	NaN	0.0885	NaN	0.0780	NaN	0.0158	0.0625	0.0553	0.9717	NaN	NaN	0.00	0.1724	0.1667	NaN	0.0881	NaN	0.0762	NaN	0.0152	None	block of flats	0.0765	Stone, brick	No	0.0	0.0	-173.0	1	0.0	4.0

	SK_ID_CURR	NAME_CONTRACT_TYPE	CODE_GENDER	FLAG_OWN_CAR	FLAG_OWN_REALTY	CNT_CHILDREN	AMT_INCOME_TOTAL	AMT_CREDIT	AMT_ANNUITY	AMT_GOODS_PRICE	NAME_TYPE_SUITE	NAME_INCOME_TYPE	NAME_EDUCATION_TYPE	NAME_FAMILY_STATUS	NAME_HOUSING_TYPE	REGION_POPULATION_RELATIVE	DAYS_BIRTH	DAYS_EMPLOYED	DAYS_REGISTRATION	DAYS_ID_PUBLISH	OWN_CAR_AGE	FLAG_MOBIL	FLAG_EMP_PHONE	FLAG_WORK_PHONE	FLAG_CONT_MOBILE	FLAG_PHONE	FLAG_EMAIL	OCCUPATION_TYPE	CNT_FAM_MEMBERS	REGION_RATING_CLIENT	REGION_RATING_CLIENT_W_CITY	WEEKDAY_APPR_PROCESS_START	HOUR_APPR_PROCESS_START	REG_CITY_NOT_LIVE_CITY	REG_CITY_NOT_WORK_CITY	ORGANIZATION_TYPE	EXT_SOURCE_1	EXT_SOURCE_2	EXT_SOURCE_3	APARTMENTS_AVG	BASEMENTAREA_AVG	YEARS_BEGINEXPLUATATION_AVG	YEARS_BUILD_AVG	COMMONAREA_AVG	ELEVATORS_AVG	ENTRANCES_AVG	FLOORSMAX_AVG	FLOORSMIN_AVG	LANDAREA_AVG	LIVINGAPARTMENTS_AVG	LIVINGAREA_AVG	NONLIVINGAPARTMENTS_AVG	NONLIVINGAREA_AVG	APARTMENTS_MODE	BASEMENTAREA_MODE	YEARS_BEGINEXPLUATATION_MODE	YEARS_BUILD_MODE	COMMONAREA_MODE	ELEVATORS_MODE	ENTRANCES_MODE	FLOORSMAX_MODE	FLOORSMIN_MODE	LANDAREA_MODE	LIVINGAPARTMENTS_MODE	LIVINGAREA_MODE	NONLIVINGAPARTMENTS_MODE	NONLIVINGAREA_MODE	APARTMENTS_MEDI	BASEMENTAREA_MEDI	YEARS_BEGINEXPLUATATION_MEDI	YEARS_BUILD_MEDI	COMMONAREA_MEDI	ELEVATORS_MEDI	ENTRANCES_MEDI	FLOORSMAX_MEDI	FLOORSMIN_MEDI	LANDAREA_MEDI	LIVINGAPARTMENTS_MEDI	LIVINGAREA_MEDI	NONLIVINGAPARTMENTS_MEDI	NONLIVINGAREA_MEDI	FONDKAPREMONT_MODE	HOUSETYPE_MODE	TOTALAREA_MODE	WALLSMATERIAL_MODE	EMERGENCYSTATE_MODE	OBS_30_CNT_SOCIAL_CIRCLE	DEF_30_CNT_SOCIAL_CIRCLE	OBS_60_CNT_SOCIAL_CIRCLE	DEF_60_CNT_SOCIAL_CIRCLE	DAYS_LAST_PHONE_CHANGE	FLAG_DOCUMENT_3	AMT_REQ_CREDIT_BUREAU_HOUR	AMT_REQ_CREDIT_BUREAU_DAY	AMT_REQ_CREDIT_BUREAU_WEEK	AMT_REQ_CREDIT_BUREAU_MON	AMT_REQ_CREDIT_BUREAU_QRT	AMT_REQ_CREDIT_BUREAU_YEAR
252818	392541	Cash loans	F	N	N	0	76500.0	450000.0	30442.5	450000.0	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.022625	-10105	-692	-3861.0	-2365	NaN	1	1	1	1	0	0	Core staff	2.0	2	2	SATURDAY	19	0	0	Self-employed	NaN	0.556096	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None	None	NaN	None	None	0.0	0.0	0.0	0.0	-687.0	1	NaN	NaN	NaN	NaN	NaN	NaN
185810	315401	Cash loans	M	N	N	0	90000.0	180000.0	14350.5	180000.0	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	Rented apartment	0.018209	-8184	-790	-706.0	-861	NaN	1	1	0	1	0	1	Laborers	1.0	3	3	THURSDAY	10	1	1	Industry: type 1	0.109663	0.684581	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None	None	NaN	None	None	0.0	0.0	0.0	0.0	-522.0	1	NaN	NaN	NaN	NaN	NaN	NaN
189290	319459	Revolving loans	M	Y	Y	0	405000.0	675000.0	33750.0	675000.0	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-20437	-954	-12796.0	-1119	13.0	1	1	0	1	1	0	Managers	2.0	1	1	TUESDAY	11	0	0	Business Entity Type 3	NaN	0.598033	0.408359	0.0794	0.0000	0.9762	0.6736	0.0241	0.08	0.0345	0.4583	0.5000	0.0000	0.0647	0.0722	0.0	0.0000	0.0809	0.0000	0.9762	0.6864	0.0243	0.0806	0.0345	0.4583	0.5000	0.0000	0.0707	0.0752	0.0	0.0000	0.0802	0.0000	0.9762	0.6780	0.0243	0.08	0.0345	0.4583	0.5000	0.0000	0.0658	0.0735	0.0	0.0000	reg oper account	block of flats	0.0568	Block	No	0.0	0.0	0.0	0.0	-257.0	0	0.0	0.0	0.0	0.0	0.0	2.0
39297	145509	Cash loans	F	Y	Y	1	135000.0	521280.0	31630.5	450000.0	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.046220	-9496	-958	-4361.0	-2184	19.0	1	1	0	1	0	0	Laborers	3.0	1	1	THURSDAY	13	0	0	Self-employed	0.351508	0.693971	0.406617	0.1649	0.0000	0.9876	0.8300	0.0000	0.16	0.1379	0.3750	0.4167	0.0524	0.1345	0.1640	0.0	0.0000	0.1681	0.0000	0.9876	0.8367	0.0000	0.1611	0.1379	0.3750	0.4167	0.0536	0.1469	0.1709	0.0	0.0000	0.1665	0.0000	0.9876	0.8323	0.0000	0.16	0.1379	0.3750	0.4167	0.0533	0.1368	0.1669	0.0	0.0000	org spec account	block of flats	0.1290	Panel	No	2.0	0.0	2.0	0.0	-1470.0	1	0.0	0.0	0.0	0.0	1.0	7.0
92015	206854	Cash loans	M	N	N	0	112500.0	640080.0	24259.5	450000.0	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.018029	-13164	-1797	-197.0	-191	NaN	1	1	0	1	0	0	Laborers	1.0	3	3	FRIDAY	8	0	0	Business Entity Type 3	0.074315	0.418981	NaN	0.1381	0.1191	0.9831	0.7688	0.0318	0.20	0.1724	0.3333	0.0417	NaN	NaN	0.1706	NaN	0.0046	0.1408	0.1236	0.9831	0.7779	0.0321	0.2014	0.1724	0.3333	0.0417	NaN	NaN	0.1778	NaN	0.0049	0.1395	0.1191	0.9831	0.7719	0.0320	0.20	0.1724	0.3333	0.0417	NaN	NaN	0.1737	NaN	0.0047	None	block of flats	0.1526	Panel	No	1.0	1.0	1.0	1.0	-1592.0	1	0.0	0.0	1.0	0.0	0.0	2.0

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